{"id":"W4243421635","doi":"10.4000/ries.3565","title":"Les espaces scolaires","year":2013,"lang":"fr","type":"paratext","venue":"Revue internationale d éducation de Sèvres","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005053455,0.0004386308,0.0004255862,0.0003026163,0.0007177084,0.0004298569,0.001065947,0.0004331945,0.0761589],"category_scores_gemma":[0.0005356717,0.0004806883,0.0002978061,0.0002896421,0.0005678328,0.0005224798,0.0001289319,0.0004581081,0.02204089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002556287,"about_ca_system_score_gemma":0.0008722876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769313,"about_ca_topic_score_gemma":0.003223353,"domain_scores_codex":[0.9968128,0.0004662033,0.0006991323,0.0006494554,0.000838929,0.0005334695],"domain_scores_gemma":[0.9973603,0.000978156,0.0006942238,0.0003561877,0.0003455764,0.0002655414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001088075,0.0009691917,0.07668559,0.0003095486,0.0005181664,0.000002907521,0.03668541,0.001051871,0.00004168036,0.3032818,0.5518605,0.02858253],"study_design_scores_gemma":[0.0001431746,0.00002972517,0.1383512,0.0004345097,0.00006426542,0.000008339551,0.006280434,0.0001698844,0.00002087432,0.002237503,0.8518315,0.0004286091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3118492,0.008909662,0.0002609437,0.05875213,0.01316021,0.0008604606,0.0001550698,0.00005524101,0.605997],"genre_scores_gemma":[0.1713894,0.009639972,0.0009060077,0.0006136706,0.00388287,0.0004034842,0.0003640588,0.0000520028,0.8127486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3010443,"threshold_uncertainty_score":0.9997645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08850579488941072,"score_gpt":0.3852263131089638,"score_spread":0.296720518219553,"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."}}