{"id":"W2137343338","doi":"10.1111/j.1753-6405.2011.00717.x","title":"A view from beside the elephant","year":2011,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Public Health","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Public Health Ontario; University of Toronto","funders":"","keywords":"Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002801718,0.0006377101,0.000730597,0.0006574115,0.008593184,0.007565729,0.001312084,0.01255649,0.0312398],"category_scores_gemma":[0.007532163,0.0002903258,0.00067789,0.000468085,0.01250828,0.01212332,0.006435291,0.02797655,0.008021705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234137,"about_ca_system_score_gemma":0.003855604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007416225,"about_ca_topic_score_gemma":0.01923534,"domain_scores_codex":[0.9975159,0.001067278,0.00008517147,0.000363466,0.0004870789,0.0004810844],"domain_scores_gemma":[0.9974608,0.0007854844,0.0001368708,0.0001472999,0.0005360949,0.0009333054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001038056,0.00003676627,0.0007678334,0.00018639,0.00001780592,0.001136598,0.01723441,0.0000593692,0.0003708171,0.2076741,0.7371135,0.03529849],"study_design_scores_gemma":[0.00001160457,0.00002845255,0.0001974498,0.0003964844,0.000007872061,0.0004562683,0.01093038,0.00002426144,0.00006799101,0.02199625,0.9658663,0.00001656804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002831236,0.01454387,0.0009113908,0.8674152,0.04442457,0.00000640159,0.00003652669,0.0000576882,0.069773],"genre_scores_gemma":[0.0783084,0.01447533,0.001067094,0.6800784,0.03249398,0.00003143842,0.00004707311,0.0003115584,0.1931867],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0312398,"threshold_uncertainty_score":0.1045076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2743276499530395,"score_gpt":0.3890301262147198,"score_spread":0.1147024762616803,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}