{"id":"W4412622946","doi":"10.7202/1118826ar","title":"Six nuances d’engagement","year":2023,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002563467,0.0004002106,0.0003274566,0.002546018,0.001663151,0.003744168,0.0006505219,0.0006296029,0.007627744],"category_scores_gemma":[0.01087579,0.0002028591,0.0003880567,0.003024148,0.002861152,0.002149391,0.005217395,0.0006848717,0.0006287013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140363,"about_ca_system_score_gemma":0.000891345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005835749,"about_ca_topic_score_gemma":0.007603297,"domain_scores_codex":[0.9947241,0.002044878,0.0004056297,0.0007320961,0.001392091,0.0007011547],"domain_scores_gemma":[0.9914141,0.004585671,0.001887027,0.000626635,0.0007663453,0.0007202835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002473588,0.00012031,0.7580106,0.0004341638,0.0001824041,0.0004152756,0.1048184,0.0005344524,0.001623731,0.03679731,0.001772662,0.09504334],"study_design_scores_gemma":[0.000009588404,0.0001688771,0.8796849,0.0002864662,0.00004890536,0.0006190633,0.06805438,0.0007672135,0.0003869727,0.01157031,0.03835704,0.00004634949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9188461,0.001088863,0.006054297,0.0008907565,0.00004246442,0.00008961334,0.000649749,0.00004463013,0.07229344],"genre_scores_gemma":[0.995548,0.0002450862,0.0009101732,0.00003165635,0.00001712962,0.00005455532,0.000324201,0.00001060057,0.002858628],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007627744,"threshold_uncertainty_score":0.0255174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8515470210156648,"score_gpt":0.6683377505967097,"score_spread":0.1832092704189551,"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."}}