{"id":"W1499445151","doi":"","title":"Ressources numériques centralisées","year":2014,"lang":"fr","type":"article","venue":"//www2.cslaval.qc.ca/trousseapo","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Commission; Humanities; Library science; Art; Computer science; Law","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.006907572,0.001376628,0.001714819,0.0004506746,0.002142102,0.001311023,0.002602539,0.001437227,0.009434394],"category_scores_gemma":[0.004009828,0.001388308,0.0009355043,0.001879532,0.003337885,0.001465598,0.0004591852,0.002102063,0.004893132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007747967,"about_ca_system_score_gemma":0.0005019493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02494863,"about_ca_topic_score_gemma":0.01084924,"domain_scores_codex":[0.9818717,0.008415241,0.001552739,0.002123224,0.002425023,0.003612109],"domain_scores_gemma":[0.9922431,0.002850067,0.001061387,0.001955429,0.0005606795,0.001329325],"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":[0.0003362498,0.002055708,0.06680491,0.001437077,0.001187939,0.0006306893,0.3224623,0.001892941,0.005593371,0.1204511,0.2355056,0.2416421],"study_design_scores_gemma":[0.001088153,0.0005875072,0.003353205,0.0006372631,0.0002692533,0.0000423796,0.01204756,0.002337324,0.001466993,0.00872318,0.9677757,0.00167145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5902709,0.04946598,0.007179271,0.03626468,0.01402527,0.001804697,0.0002581344,0.001763649,0.2989674],"genre_scores_gemma":[0.7933941,0.004857881,0.02898805,0.002784696,0.01173913,0.0001458241,0.0002207409,0.0004107177,0.1574588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7322701,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148974796606302,"score_gpt":0.3142772080339432,"score_spread":0.2927874600678801,"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."}}