{"id":"W2012876945","doi":"10.3917/rdm.044.0299","title":"Le professionnel et la professionnelle. La putain et le psychanalyste","year":2014,"lang":"fr","type":"article","venue":"Revue du MAUSS","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01050004,0.0002139807,0.0003389945,0.00009466394,0.00100503,0.00008095822,0.000395598,0.0004701154,0.0001030963],"category_scores_gemma":[0.001455769,0.0002199497,0.0001606388,0.0004588582,0.0009535391,0.000354423,0.0000804783,0.0005680291,0.0001601691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004667938,"about_ca_system_score_gemma":0.001142061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000777429,"about_ca_topic_score_gemma":0.0003792696,"domain_scores_codex":[0.9901344,0.008314384,0.0004082437,0.0004504406,0.0002487829,0.0004438095],"domain_scores_gemma":[0.9955883,0.003426209,0.0003066582,0.0002938861,0.0002021201,0.0001828048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004341271,0.0003833341,0.001965113,0.0001574864,0.00004168577,0.000001428128,0.05032056,0.00007332682,0.00002762582,0.9388719,0.004269627,0.003883541],"study_design_scores_gemma":[0.0006333511,0.00004652459,0.006715951,0.0007465412,0.00004890507,0.00001393904,0.6417353,0.0008321708,0.000006721361,0.06371909,0.2851403,0.000361167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04054296,0.0009359356,0.004763942,0.753238,0.004858259,0.000427561,0.00001297828,0.0001004846,0.1951199],"genre_scores_gemma":[0.9606807,0.0009869095,0.002651186,0.001647365,0.003125405,0.0001108816,0.00005776442,0.00003758126,0.03070217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9201378,"threshold_uncertainty_score":0.8969288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169173578818376,"score_gpt":0.4584565133443544,"score_spread":0.2892829345259784,"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."}}