{"id":"W181147229","doi":"10.4000/ocim.216","title":"L’observatoire mis en place par le Cirasti, mouvement français des Exposciences","year":2009,"lang":"fr","type":"article","venue":"La Lettre de l’OCIM","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AMT Die Casting (Canada)","funders":"","keywords":"Political science; Humanities; Art","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","sts"],"consensus_categories":[],"category_scores_codex":[0.003066589,0.0002562244,0.0002765408,0.0000609501,0.001670683,0.0001468058,0.000601111,0.0003744474,0.0003241462],"category_scores_gemma":[0.0006693818,0.0002802143,0.0001549528,0.0006226092,0.002580476,0.0004815789,0.00002558779,0.0003623388,0.00008043661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178827,"about_ca_system_score_gemma":0.0007929718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01147548,"about_ca_topic_score_gemma":0.000748622,"domain_scores_codex":[0.9966547,0.001246128,0.0003658796,0.0004901648,0.000439466,0.0008036969],"domain_scores_gemma":[0.9975516,0.001661679,0.0001703934,0.0002207157,0.0001412384,0.0002543437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000113394,0.0009026094,0.08825057,0.00009132089,0.00009862015,0.00001985117,0.5055072,0.0004080957,0.001010008,0.1564331,0.1237309,0.1235365],"study_design_scores_gemma":[0.0004354088,0.0001613017,0.1390622,0.0001679131,0.00005451231,0.000009564653,0.163001,0.0002148099,0.0002227302,0.02017234,0.6760119,0.0004863419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366877,0.006599868,0.000893257,0.1331623,0.001894196,0.0002593573,0.00002632922,0.0001265617,0.1203505],"genre_scores_gemma":[0.9672581,0.0007895835,0.01098193,0.00531514,0.002747342,0.00003747802,0.00002044491,0.00001748277,0.01283249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552281,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097428202097013,"score_gpt":0.3847379452736942,"score_spread":0.2749951250639929,"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."}}