{"id":"W4390361053","doi":"10.3917/lfa.204.0177c","title":"Nathalie LACELLE, Jean-François BOUTIN &amp;amp; Monique LEBRUN. La Littératie médiatique multimodale appliquée en contexte numérique – LMM@ . Montréal, Presses de l’université du Québec, 2017 (316 p., 36,00 $ en version papier - 26,99 $ en version PDF)","year":2019,"lang":"fr","type":"article","venue":"Le Français aujourd hui","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy; Medicine","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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005011078,0.001042368,0.001295015,0.0003368222,0.001521703,0.0003909506,0.001875283,0.00206284,0.02163033],"category_scores_gemma":[0.00249771,0.001141718,0.0007040225,0.0007396476,0.0008869492,0.00140662,0.0007076359,0.002379348,0.01267978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277203,"about_ca_system_score_gemma":0.001788904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5992326,"about_ca_topic_score_gemma":0.2233921,"domain_scores_codex":[0.9876652,0.007168578,0.0009334899,0.001397237,0.001186596,0.0016489],"domain_scores_gemma":[0.9900274,0.006620032,0.0008349214,0.001335522,0.0004012004,0.0007809072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000898989,0.001124588,0.03414667,0.0007285149,0.00059846,0.0003765729,0.3634055,0.01060815,0.02527931,0.001372062,0.5328305,0.02863071],"study_design_scores_gemma":[0.003102377,0.0001967203,0.006546047,0.0005856495,0.0001351241,0.00003541579,0.01340145,0.002377703,0.00338459,0.0002943831,0.9686888,0.001251773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7144039,0.1249651,0.04025098,0.06935458,0.00280776,0.003365055,0.0002200803,0.0009832063,0.04364927],"genre_scores_gemma":[0.5004335,0.03183932,0.02610089,0.001190296,0.001874516,0.000133581,0.0001866492,0.0003811423,0.4378601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4358583,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007134355663274176,"score_gpt":0.2421309690376059,"score_spread":0.2349966133743317,"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."}}