{"id":"W2792719630","doi":"10.3917/pox.120.0087","title":"Looking for a model and finding a mirror","year":2018,"lang":"fr","type":"article","venue":"Politix","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00116027,0.00008441618,0.0001074265,0.00004086424,0.0007915866,0.00004074437,0.00009251842,0.0001278315,0.00007369404],"category_scores_gemma":[0.0005748638,0.00009794238,0.00004635904,0.000094893,0.001641448,0.0001578463,0.00001688597,0.00006887107,0.00002604597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007942569,"about_ca_system_score_gemma":0.0002760736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154477,"about_ca_topic_score_gemma":0.0003387926,"domain_scores_codex":[0.999047,0.0001152806,0.0001395471,0.0001967198,0.00008690007,0.0004145369],"domain_scores_gemma":[0.9988382,0.0007737589,0.00006890138,0.00006827237,0.0001351943,0.0001156072],"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":[0.000001425779,0.00002097535,0.001418219,0.0000316627,0.00001542505,3.863395e-8,0.0872777,8.133078e-7,0.00003304024,0.9079881,0.001087946,0.002124681],"study_design_scores_gemma":[0.000536565,0.0001399426,0.004980564,0.0001986188,0.0000933698,0.000005002769,0.1271075,0.01181554,0.00006064351,0.6407319,0.2139327,0.0003976414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8288914,0.002476519,0.003966354,0.07533491,0.004797779,0.0004370683,0.0001025427,0.00005936768,0.08393404],"genre_scores_gemma":[0.9584559,0.0001524702,0.01457984,0.001171646,0.004472416,0.00004260067,0.00000774141,0.00001229122,0.02110513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2672562,"threshold_uncertainty_score":0.6088324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4273163265016294,"score_gpt":0.527622401308347,"score_spread":0.1003060748067176,"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."}}