{"id":"W1426061312","doi":"10.2469/cfm.v24.n3.14","title":"Profit, Profession, and Service","year":2013,"lang":"en","type":"article","venue":"CFA Magazine","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Business; Service (business); Marketing","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002684171,0.0001210313,0.000367129,0.00009173222,0.0001045816,0.00007715919,0.0001602318,0.0001093141,0.001133485],"category_scores_gemma":[0.00003976181,0.0001504368,0.00004019587,0.0001332686,0.00006157702,0.0003801701,0.00009220942,0.0000998693,0.01222303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253884,"about_ca_system_score_gemma":0.00001264406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007829624,"about_ca_topic_score_gemma":0.0001083602,"domain_scores_codex":[0.9987833,0.00001090699,0.0005346884,0.0003693099,0.00001853595,0.0002832903],"domain_scores_gemma":[0.9992636,0.00002235165,0.0002416603,0.0002914496,0.00005135108,0.0001296132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001569163,0.00008143313,0.3444531,0.0002879197,0.00007868172,0.000003473926,0.001275982,0.000005086044,0.0003837215,0.562667,0.08731332,0.003434614],"study_design_scores_gemma":[0.001621929,0.0001044714,0.5170256,0.00007586198,0.000009221367,0.00001791342,0.0002661905,0.004798027,0.0001296445,0.2740167,0.2011225,0.0008118551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8449664,0.001600586,0.000223353,0.008686721,0.001059728,0.0007337178,0.00007842791,0.000091119,0.14256],"genre_scores_gemma":[0.9870265,0.0001099113,0.0002476406,0.001963427,0.0003866073,0.0001053656,0.00001565919,0.00003168821,0.01011324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2886503,"threshold_uncertainty_score":0.9997796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405602761152451,"score_gpt":0.2119940861186726,"score_spread":0.1879380585071481,"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."}}