{"id":"W4413630134","doi":"10.64628/aam.n3dm5er3h","title":"A plea to businesses: Don’t take away our paper bills!","year":2020,"lang":"en","type":"article","venue":"","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Plea; Business; Economics; Law and economics; Law; Political science","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":[0.008581704,0.001286489,0.00129352,0.001938535,0.01476413,0.01995563,0.002648368,0.04068515,0.2541381],"category_scores_gemma":[0.08069551,0.001215402,0.002181591,0.001104812,0.007602602,0.01629985,0.007757173,0.03322417,0.227067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00381504,"about_ca_system_score_gemma":0.01406497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005665614,"about_ca_topic_score_gemma":0.01142137,"domain_scores_codex":[0.9798841,0.002951416,0.0007691825,0.001472858,0.01188386,0.003038456],"domain_scores_gemma":[0.9095756,0.01065788,0.003694559,0.005773608,0.02394248,0.04635592],"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":[0.0000121103,0.00006020844,0.0002199248,0.0000107505,0.000003882635,0.00007181145,0.00004097027,0.000006715658,0.00006929004,0.001339036,0.992274,0.005891325],"study_design_scores_gemma":[0.00003680809,0.00005288645,0.000751605,0.0001166283,0.000007895648,0.0003225913,0.0007100584,0.0000481505,0.0001062095,0.004142103,0.9936604,0.00004480841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006445458,0.001170312,0.0006657121,0.9003415,0.04578327,0.000052369,0.00009317425,0.0005701818,0.0506791],"genre_scores_gemma":[0.004904585,0.0008290699,0.0009455255,0.7118716,0.01202164,0.00009783762,0.0001089445,0.0004116367,0.2688091],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2541381,"threshold_uncertainty_score":0.8501768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5996540753541411,"score_gpt":0.5727251316152078,"score_spread":0.02692894373893329,"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."}}