{"id":"W4386541251","doi":"10.3917/lfa.222.0015","title":"De l’usage et de la pertinence des dispositifs de lecture","year":2023,"lang":"fr","type":"article","venue":"Le Français aujourd hui","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01244694,0.000385031,0.0003903022,0.0002573998,0.0007601667,0.0002201508,0.0004898751,0.0006839627,0.001245987],"category_scores_gemma":[0.002271438,0.00040999,0.000213459,0.001053122,0.0007501834,0.0001316787,0.00008164356,0.002706062,0.0008141694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246211,"about_ca_system_score_gemma":0.0004877382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201157,"about_ca_topic_score_gemma":0.000135005,"domain_scores_codex":[0.9865564,0.01091057,0.0003863483,0.0005344629,0.0002129323,0.00139925],"domain_scores_gemma":[0.9965944,0.002435538,0.0001654575,0.0004823381,0.00009349326,0.0002287672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001798632,0.0004572766,0.1758995,0.0002851873,0.0002876378,0.00102568,0.4063557,0.00379276,0.07103587,0.02486435,0.03891873,0.2768975],"study_design_scores_gemma":[0.0009034958,0.0001758064,0.5560367,0.0004173635,0.00006932103,0.0004309089,0.001316333,0.001871267,0.002042733,0.008728212,0.4275456,0.0004622794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6332044,0.003679637,0.3065711,0.009542594,0.0007632065,0.0001219055,0.00002529404,0.0003945603,0.04569732],"genre_scores_gemma":[0.9206183,0.0001656327,0.02878184,0.003824468,0.0008274929,0.00003986275,0.00002224325,0.0001344507,0.04558569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4050393,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778527054394144,"score_gpt":0.3850372597477608,"score_spread":0.3572519892038193,"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."}}