{"id":"W4413620273","doi":"10.64628/aam.emcwjh7mn","title":"Memo to Gordon Gekko: Ethics, not greed, boost profits","year":2017,"lang":"en","type":"article","venue":"","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Political science; Economics; Law and economics; Business; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001213235,0.00008425441,0.0001178334,0.00003326138,0.00159408,0.0002781228,0.0006883185,0.000194437,0.0006652128],"category_scores_gemma":[0.003753229,0.00007329412,0.00004110815,0.00004674164,0.0003633491,0.0002898661,0.0001029856,0.0002575519,0.001928968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004561828,"about_ca_system_score_gemma":0.000372919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02331267,"about_ca_topic_score_gemma":0.02831578,"domain_scores_codex":[0.9986339,0.00008644132,0.0001412892,0.0001837319,0.000506335,0.0004482603],"domain_scores_gemma":[0.998741,0.000202174,0.00007021584,0.0004567981,0.0001758816,0.000353923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001300253,0.00002741365,0.02050029,0.00002499212,0.00001252202,0.00001347577,0.05286621,0.000001483382,0.0006421077,0.8843705,0.03272825,0.008799723],"study_design_scores_gemma":[0.0001413777,0.00004544693,0.01619053,0.00003350582,0.0000095644,4.396927e-7,0.003049343,0.000006318115,0.004629896,0.003912439,0.9717532,0.0002278961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2329022,0.00001150972,0.00005584031,0.121259,0.00143175,0.0003634752,0.00001040352,0.0000863853,0.6438795],"genre_scores_gemma":[0.9195049,0.00006324631,0.000848114,0.01593676,0.001124602,0.00001960888,0.000001343189,0.000009349505,0.06249208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.939025,"threshold_uncertainty_score":0.9997057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2353320577624008,"score_gpt":0.4877514537037963,"score_spread":0.2524193959413955,"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."}}