{"id":"W4396702512","doi":"10.3917/cape.584.0060","title":"Des collectifs au-delà de l’école","year":2023,"lang":"fr","type":"article","venue":"Cahiers pédagogiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004885019,0.0001876186,0.0002261153,0.0001592204,0.002012924,0.00008152213,0.0003139359,0.0005543843,0.000303553],"category_scores_gemma":[0.002855869,0.0002208462,0.0001423103,0.001437044,0.006109788,0.0002909628,0.00002670869,0.0004143284,0.0003725686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144742,"about_ca_system_score_gemma":0.001988539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001790356,"about_ca_topic_score_gemma":0.001061682,"domain_scores_codex":[0.9968213,0.001475865,0.000270736,0.0003362732,0.0002352047,0.0008605584],"domain_scores_gemma":[0.9968919,0.002302643,0.0001148537,0.0001726926,0.0002375009,0.0002803981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004073019,0.00007300494,0.02552402,0.00007243706,0.00007885649,0.000005806506,0.5442647,0.00005179454,0.00006585837,0.379128,0.03796787,0.01276366],"study_design_scores_gemma":[0.0001569618,0.0001024841,0.02809309,0.0001042781,0.00004934009,0.000004860959,0.5734726,0.0001149624,0.0001351357,0.0886994,0.3087569,0.0003100006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.78701,0.003086634,0.0007805527,0.03319791,0.005551132,0.0002983517,0.00003241624,0.0004759708,0.169567],"genre_scores_gemma":[0.6456024,0.008477871,0.00406968,0.001968111,0.006774826,0.0001390703,0.00004759245,0.00004426864,0.3328762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2904286,"threshold_uncertainty_score":0.9992863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1805571208089428,"score_gpt":0.4460070770075665,"score_spread":0.2654499561986237,"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."}}