The binding legal principle is that for a judicial officer to be recused on grounds of bias, the test is whether a reasonable, objective and informed person would, on the correct facts, reasonably apprehend that the judicial officer would not bring an impartial mind to bear on the adjudication of the case. The onus of proving bias rests on the party alleging it. Speculation, suspicion, or unproven allegations are insufficient to meet this test. Further, a party who deliberately withholds evidence at trial cannot subsequently seek to introduce that evidence on appeal merely because the outcome was unfavorable; such evidence must meet the requirements of reasonable explanation for non-production, prima facie likelihood of truth, and material relevance to be admitted.