{"id":"W3217569887","doi":"10.32920/ryerson.14651817.v1","title":"Corporate social responsibility in the pharmaceutical industry : between trend and necessity","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Corporate social responsibility; Pharmaceutical industry; Business; Theme (computing); Social responsibility; Medical prescription; Accounting; Public relations; Political science; Pharmacology; Medicine","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":[0.00747293,0.0001794451,0.0003246655,0.003587802,0.001342224,0.00783102,0.0004895446,0.001156569,0.002353602],"category_scores_gemma":[0.01579618,0.0001967024,0.0003156911,0.007303566,0.006280833,0.008861056,0.003162783,0.002073944,0.0002392179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003436778,"about_ca_system_score_gemma":0.003163065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002898223,"about_ca_topic_score_gemma":0.004201178,"domain_scores_codex":[0.9937503,0.001871983,0.0002906703,0.0009086371,0.002637467,0.0005409074],"domain_scores_gemma":[0.9678009,0.02187556,0.00463601,0.001162883,0.00361028,0.0009142872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002761205,0.0001469772,0.2719845,0.001580599,0.0001364303,0.0004397958,0.09065779,0.0006127834,0.00158824,0.2713999,0.005820404,0.3553564],"study_design_scores_gemma":[0.00002328472,0.0003839908,0.560353,0.002517132,0.00008743841,0.001077912,0.2032585,0.002222185,0.001355392,0.1090043,0.1195961,0.0001207144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8019817,0.05225271,0.007761761,0.05221941,0.000558847,0.00004705008,0.0002556492,0.00007517742,0.08484771],"genre_scores_gemma":[0.9870414,0.009876739,0.0009552218,0.0006920962,0.0002755514,0.00001430717,0.00005876404,0.00001887054,0.001066999],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00783102,"threshold_uncertainty_score":0.0395211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0626705998473619,"score_gpt":0.3058760858206653,"score_spread":0.2432054859733034,"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."}}