{"id":"W7115583326","doi":"10.1515/9780773597389-016/html","title":"Advocating for Authors and Battling Critics in Toronto: Montgomery and the Canadian Authors Association","year":2015,"lang":"","type":"article","venue":"eYLS (Yale Law School)","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Government (linguistics); MEDLINE; Confidentiality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01996977,0.0009525774,0.001272654,0.003295542,0.07787942,0.03361053,0.004885389,0.06925374,0.02162805],"category_scores_gemma":[0.06953058,0.001442273,0.001191175,0.004547344,0.05547329,0.008438761,0.008667127,0.04888489,0.002326798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1311377,"about_ca_system_score_gemma":0.2640375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9637973,"about_ca_topic_score_gemma":0.9857998,"domain_scores_codex":[0.9725562,0.005385727,0.001016257,0.002684504,0.01028077,0.008076417],"domain_scores_gemma":[0.9192165,0.03096136,0.004602786,0.002389006,0.02303379,0.01979667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002027458,0.00001206016,0.0007580064,0.00004977844,0.00001761194,0.0003145019,0.01060596,0.00007352324,0.00006159992,0.2468127,0.7370192,0.00425483],"study_design_scores_gemma":[0.00003953185,0.000007865801,0.002020966,0.0003934313,0.00004589659,0.0001101217,0.01730575,0.0001264897,0.0001586093,0.02764514,0.9520205,0.0001257945],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002270247,0.008023087,0.0001798629,0.9402604,0.004380473,0.0000120549,0.00004103769,0.00002968942,0.04480324],"genre_scores_gemma":[0.1767326,0.008379787,0.0007762404,0.5728764,0.006803279,0.00006556963,0.0000514317,0.0002854801,0.2340293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9663895,"threshold_uncertainty_score":0.951475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2281290103444821,"score_gpt":0.4851849622019859,"score_spread":0.2570559518575037,"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."}}