{"id":"W1871204928","doi":"10.3917/cdle.039.0137","title":"Les recherches collaboratives : enjeux et perspectives","year":2015,"lang":"fr","type":"article","venue":"Carrefours de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":117,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007158067,0.0001950852,0.0002034768,0.0001036642,0.0004436727,0.0001123157,0.0002576408,0.0003887725,0.0001116716],"category_scores_gemma":[0.008402526,0.0002215519,0.0000801039,0.000732547,0.001661924,0.0005515494,0.00001970085,0.0003911648,0.00008567939],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003163402,"about_ca_system_score_gemma":0.006529787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003753802,"about_ca_topic_score_gemma":0.0009931598,"domain_scores_codex":[0.9945121,0.004182213,0.0002449715,0.0003730331,0.0002849219,0.0004027011],"domain_scores_gemma":[0.9966076,0.001208866,0.0002163724,0.0002049676,0.001474674,0.0002875389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003090085,0.0001320873,0.002559861,0.00001620617,0.0000317683,1.838796e-7,0.5968683,0.00002151982,0.00004637968,0.3876812,0.009415042,0.003224296],"study_design_scores_gemma":[0.0001752834,0.00005474514,0.00995801,0.00008661061,0.00004699359,0.000003527184,0.8544432,0.000020352,0.0000685971,0.02925482,0.105671,0.0002168434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5354633,0.02789583,0.0006574631,0.2932518,0.009829394,0.0003207695,0.00002472064,0.0001092711,0.1324475],"genre_scores_gemma":[0.9612692,0.002246157,0.007391174,0.0004543165,0.004748831,0.00008578448,0.00005333525,0.00002733949,0.02372384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.425806,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.82095294063903,"score_gpt":0.6124359477049239,"score_spread":0.2085169929341061,"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."}}