{"id":"W2601008381","doi":"","title":"Charles M. Vest","year":2015,"lang":"en","type":"article","venue":"Proceedings of the American Philosophical Society: Held at Philadelphia for Promoting Useful Knowledge","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Courage; Praise; Face (sociological concept); VEST; Law; Sociology; Management; Political science; History; Psychology; Social science; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003087505,0.0006652853,0.0003372708,0.0008814738,0.001600192,0.002389519,0.0006744913,0.001585185,0.5769503],"category_scores_gemma":[0.00196732,0.0002365696,0.0002465368,0.0003333379,0.0005259717,0.001689067,0.002460992,0.001871675,0.3516645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009233179,"about_ca_system_score_gemma":0.0009393186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002616073,"about_ca_topic_score_gemma":0.006897678,"domain_scores_codex":[0.9996357,0.00002884496,0.00001278929,0.000104716,0.0001584782,0.00005952253],"domain_scores_gemma":[0.9993683,0.00005860018,0.00002606925,0.00002887995,0.0002232533,0.0002949241],"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":[0.00001905693,0.00001562832,0.0002950176,0.00004694069,0.000001756658,0.0001908615,0.00008179647,0.00006129043,0.0002642745,0.004754592,0.9193838,0.07488494],"study_design_scores_gemma":[0.000001090269,0.000005357088,0.0001534874,0.00003342654,5.269928e-7,0.0001478383,0.00003505792,0.00002058733,0.00008390682,0.0002566364,0.9992599,0.000002249061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001584368,0.01005024,0.001285962,0.02332377,0.02184913,0.00007358575,0.0009519173,0.0008188563,0.9400622],"genre_scores_gemma":[0.003575139,0.001499171,0.0001515858,0.002002473,0.0007438496,0.00001542562,0.0001704361,0.0001322028,0.9917098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5769503,"threshold_uncertainty_score":0.603429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1758086316783185,"score_gpt":0.4026686254524182,"score_spread":0.2268599937740997,"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."}}