{"id":"W4393287631","doi":"10.3917/vuib.laroc.2023.01.0017","title":"Devenir chercheur en management","year":2023,"lang":"fr","type":"book-chapter","venue":"Vuibert eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Labour, Employment and Social Solidarity","funders":"","keywords":"Sociology; Art; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003228087,0.0004142321,0.000403775,0.0001856135,0.0008601538,0.0000553274,0.0005944829,0.0007768717,0.0006694376],"category_scores_gemma":[0.0002035356,0.0004680009,0.0002763344,0.00007537133,0.001802109,0.00006290094,0.000144294,0.0006181704,0.003351188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450075,"about_ca_system_score_gemma":0.0003408876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000396157,"about_ca_topic_score_gemma":0.0003813592,"domain_scores_codex":[0.9972374,0.0004961665,0.0005120927,0.0006482382,0.0005149324,0.0005911112],"domain_scores_gemma":[0.9970084,0.002002049,0.0002512394,0.0003583728,0.0001711566,0.0002087126],"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":[0.000002048255,0.00001674246,0.00008191877,0.00007983897,0.0002630971,0.000009270157,0.02348824,0.000001731365,0.000004064743,0.9265281,0.001118749,0.04840622],"study_design_scores_gemma":[0.0001524577,0.00002856885,0.0009755792,0.0002401347,0.000133304,0.00000248786,0.01235092,0.000004103812,0.000003528669,0.2022992,0.7833716,0.0004381727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008359677,0.000160852,0.00007808191,0.007063603,0.005614526,0.0005326698,0.00002524435,0.0002125588,0.9854765],"genre_scores_gemma":[0.02463143,0.001168381,0.003407472,0.0008043234,0.005097832,0.0001238377,0.00008087197,0.0001092954,0.9645765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7822528,"threshold_uncertainty_score":0.9997772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3787046275451452,"score_gpt":0.4476111994854415,"score_spread":0.06890657194029637,"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."}}