{"id":"W2160830542","doi":"","title":"University Textbooks: An Acceptable Conflict of Interest?","year":2013,"lang":"en","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; Université de Montréal","keywords":"Conflict of interest; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03009744,0.0003747297,0.0004466124,0.001693773,0.008877919,0.01394046,0.003099283,0.007854993,0.006419775],"category_scores_gemma":[0.1308669,0.000462513,0.0004940529,0.002113058,0.01005312,0.007647014,0.006232012,0.006360626,0.001048006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005245045,"about_ca_system_score_gemma":0.006751583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951431,"about_ca_topic_score_gemma":0.00404472,"domain_scores_codex":[0.8890238,0.08440877,0.004030621,0.003292216,0.01470186,0.004542798],"domain_scores_gemma":[0.8750014,0.08387841,0.01776204,0.004863794,0.01023455,0.008259851],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020089,0.0007578753,0.03224984,0.0003836048,0.00005564522,0.01774222,0.2672383,0.0006367547,0.001590372,0.5699753,0.02777902,0.08148901],"study_design_scores_gemma":[0.0000843185,0.0003112256,0.008129049,0.001466571,0.00005494878,0.01666266,0.4098993,0.002700448,0.002524416,0.1250779,0.4329361,0.0001531001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5496242,0.00325928,0.04107963,0.1423169,0.001473219,0.0004561183,0.0001007524,0.0001490711,0.2615409],"genre_scores_gemma":[0.9734426,0.000451865,0.006528596,0.006513776,0.000299839,0.0001707769,0.00002457307,0.00005482861,0.0125132],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.992145,"threshold_uncertainty_score":0.1591724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219802973605092,"score_gpt":0.2205757914924417,"score_spread":0.1985954941319325,"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."}}