{"id":"W1534277226","doi":"","title":"Atelier en direct de l'AQUOPS sur Google Drive !","year":2013,"lang":"fr","type":"article","venue":"//www2.cslaval.qc.ca/trousseapo","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Anime; Philosophy; Linguistics","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004488528,0.0007941172,0.0009377925,0.0002466292,0.001675983,0.0004127148,0.001239568,0.001101792,0.00736444],"category_scores_gemma":[0.002115806,0.0008392674,0.0005634959,0.001083578,0.002684703,0.001229176,0.0001873675,0.001056659,0.009637588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104597,"about_ca_system_score_gemma":0.00217338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003271,"about_ca_topic_score_gemma":0.002615403,"domain_scores_codex":[0.9914262,0.003020265,0.001042957,0.001289889,0.001006421,0.002214228],"domain_scores_gemma":[0.9929733,0.003964158,0.0005457633,0.0008230181,0.0008502621,0.0008435435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003962727,0.002054299,0.1345149,0.0003437074,0.001088583,0.00003288425,0.3783412,0.0003080576,0.0013808,0.1298315,0.3276694,0.02439507],"study_design_scores_gemma":[0.0009901981,0.0003011823,0.07315201,0.0002482794,0.0002949728,0.00002825092,0.06981912,0.0009508163,0.0001644463,0.01487142,0.8378419,0.001337447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7676523,0.008865694,0.000302295,0.04472805,0.01028869,0.001401148,0.0001858641,0.0003717952,0.1662041],"genre_scores_gemma":[0.8739774,0.006002993,0.004626818,0.002336224,0.009746062,0.0004264539,0.0002881562,0.0001453652,0.1024506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5101725,"threshold_uncertainty_score":0.9996237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08282185528062941,"score_gpt":0.3860192267820912,"score_spread":0.3031973715014618,"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."}}