{"id":"W2763847946","doi":"10.3917/riges.423.0108","title":"Homo numericus au travail","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009393283,0.000347225,0.0002474456,0.0009432111,0.003295276,0.003107079,0.0003605543,0.001317384,0.01023063],"category_scores_gemma":[0.002526666,0.0001502509,0.000205439,0.0009487692,0.01330865,0.003670238,0.002051,0.001793844,0.001535344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313161,"about_ca_system_score_gemma":0.001130369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008052567,"about_ca_topic_score_gemma":0.00667534,"domain_scores_codex":[0.9980776,0.0008738113,0.00006309448,0.0004148541,0.0003909055,0.0001797554],"domain_scores_gemma":[0.9991097,0.0003571378,0.0001565607,0.0001812666,0.0001460588,0.00004937119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001653494,0.000003579186,0.0004885911,0.00002331206,0.000002727049,0.0001060353,0.008141072,0.00008099833,0.0002082096,0.9805485,0.002648954,0.00773146],"study_design_scores_gemma":[0.00001985704,0.00003700752,0.003885993,0.0001410538,0.000008985197,0.0008471061,0.01208625,0.0007140884,0.0006898908,0.3517062,0.6298351,0.00002831448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07095613,0.003119058,0.01813533,0.01047625,0.0004625204,0.00002672473,0.0001414752,0.0001709054,0.8965116],"genre_scores_gemma":[0.8966974,0.001594996,0.005328846,0.001630359,0.0002166786,0.00005903047,0.0001096025,0.00007622664,0.09428679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01023063,"threshold_uncertainty_score":0.03422487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633135126504215,"score_gpt":0.2781919608719871,"score_spread":0.2318606096069449,"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."}}