{"id":"W1828345033","doi":"10.2139/ssrn.2338704","title":"'You're Not Just a Paid Monkey Reading Slides:' How Key Opinion Leaders Explain and Justify Their Work","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Work (physics); Reading (process); Key (lock); Opinion leadership; Public relations; Political science; Sociology; Psychology; Law; Computer science; Engineering; Computer security","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0312418,0.0009058373,0.0008583962,0.001093574,0.01198091,0.01247899,0.001691765,0.01234159,0.03820499],"category_scores_gemma":[0.1510937,0.0005847688,0.0008791056,0.00055991,0.007897553,0.01023782,0.009620923,0.02630754,0.02273054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005656407,"about_ca_system_score_gemma":0.01275948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135199,"about_ca_topic_score_gemma":0.009197547,"domain_scores_codex":[0.964726,0.01867536,0.001632997,0.0013513,0.009718316,0.003896068],"domain_scores_gemma":[0.8943208,0.04271287,0.007546738,0.002368433,0.03915204,0.01389912],"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":[0.00003367136,0.00005857456,0.0008243677,0.0001643259,0.0000293777,0.0002938893,0.02197842,0.000040576,0.0006947866,0.006177699,0.9447045,0.02499989],"study_design_scores_gemma":[0.00006758591,0.00009737571,0.001517458,0.0006775186,0.00005747085,0.0003532277,0.05812407,0.0002776641,0.000553041,0.01122921,0.9269176,0.0001277537],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006796648,0.001386464,0.005254612,0.9183705,0.03564677,0.0002117486,0.00007829532,0.0003950138,0.03186005],"genre_scores_gemma":[0.1511907,0.001768774,0.0142947,0.6853434,0.01501264,0.0005464958,0.0001792432,0.000853181,0.1308109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9880191,"threshold_uncertainty_score":0.1652244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3680218193463858,"score_gpt":0.4807130964156224,"score_spread":0.1126912770692365,"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."}}