{"id":"W7036929053","doi":"","title":"Curriculum et progression en français : Actes du 11e colloque de l'AiRDF (Liège, 26-28 aout 2010)","year":2012,"lang":"fr","type":"book","venue":"Open Repository and Bibliography (University of Liège)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Institution; Continuing education; Initial training","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004211444,0.0006037211,0.001028622,0.005957666,0.00234078,0.000568327,0.002042537,0.001328034,0.0009199409],"category_scores_gemma":[0.00001455166,0.0006646288,0.000659879,0.009583225,0.002631244,0.002556911,0.001244043,0.001226011,0.0000464486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200773,"about_ca_system_score_gemma":0.000648292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09450522,"about_ca_topic_score_gemma":0.001041334,"domain_scores_codex":[0.9925959,0.004338571,0.0004234235,0.0009104975,0.0008799869,0.0008516561],"domain_scores_gemma":[0.9960773,0.0009944411,0.001072691,0.0006119329,0.0005206151,0.0007229995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006469874,0.0004810086,0.9246137,0.0003122828,0.0004153648,0.0002561798,0.01456655,0.000003640071,0.001046436,0.002660032,0.0529725,0.002607606],"study_design_scores_gemma":[0.001225902,0.0007446045,0.6723767,0.002119413,0.001133603,0.0001034765,0.009455507,0.00005247557,0.0002490158,0.0004343531,0.3107923,0.0013127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4050783,0.02666276,0.001411714,0.004741536,0.004225199,0.003192788,0.0001202263,0.0004006727,0.5541668],"genre_scores_gemma":[0.756945,0.0145655,0.05439221,0.0001503733,0.000995087,0.000009249491,0.00004615416,0.00009925282,0.1727972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3813697,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751808990620181,"score_gpt":0.283923727876814,"score_spread":0.2664056379706122,"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."}}