{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03533055,0.0006346551,0.0006343666,0.006682224,0.008929208,0.01354747,0.001116866,0.002875753,0.005824884],"category_scores_gemma":[0.04700068,0.0005083571,0.0005845081,0.01130959,0.007864884,0.004819829,0.005719013,0.006972271,0.0008890459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03220962,"about_ca_system_score_gemma":0.04402974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2088648,"about_ca_topic_score_gemma":0.2132294,"domain_scores_codex":[0.9759765,0.01184339,0.001118473,0.002213067,0.006394569,0.002453959],"domain_scores_gemma":[0.9312322,0.02293031,0.006585934,0.004509337,0.02846791,0.006274264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005691981,0.0002350577,0.06146225,0.001559703,0.0001201298,0.001555688,0.290466,0.001121938,0.008791561,0.2592433,0.07992645,0.2949487],"study_design_scores_gemma":[0.00002524505,0.0002592499,0.08160669,0.001738602,0.00004054257,0.0005016742,0.1002674,0.000585816,0.003217093,0.007256682,0.8043178,0.000183199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4056091,0.0564654,0.02364009,0.2149201,0.004777615,0.0006150965,0.002132085,0.0004764766,0.291364],"genre_scores_gemma":[0.8802171,0.01675836,0.01567539,0.009287063,0.001110012,0.000496024,0.0007143747,0.0002921447,0.07544957],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2088648,"threshold_uncertainty_score":0.4152982,"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."}}