{"id":"W4200129656","doi":"10.3917/lfa.215.0039","title":"Les albums plurilingues et sans texte à la disposition des futurs enseignants","year":2021,"lang":"fr","type":"article","venue":"Le Français aujourd hui","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002286535,0.0003993117,0.0005153822,0.000111928,0.001475015,0.0003982005,0.0004269939,0.0005805558,0.002545909],"category_scores_gemma":[0.001463179,0.0004362568,0.0003510244,0.0009216548,0.001626627,0.0006000046,0.0001370696,0.0009691772,0.0002973439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732527,"about_ca_system_score_gemma":0.0005757547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04880342,"about_ca_topic_score_gemma":0.02618436,"domain_scores_codex":[0.9929259,0.004289143,0.0004896691,0.0006960431,0.0006844098,0.0009148628],"domain_scores_gemma":[0.9975387,0.001128596,0.0002420635,0.0004574053,0.0003066217,0.0003266072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002058935,0.0003710121,0.005239812,0.0001779977,0.0001371873,0.0007517501,0.3318376,0.0004126645,0.006827337,0.03557213,0.001859851,0.6167921],"study_design_scores_gemma":[0.001160754,0.0001705436,0.0669354,0.001561739,0.0002560485,0.0001579318,0.07431707,0.000469744,0.01288188,0.008098803,0.8328283,0.001161766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7433124,0.1039507,0.02229485,0.01269539,0.00333324,0.0002729849,0.00006946899,0.0003000153,0.113771],"genre_scores_gemma":[0.9023622,0.002628022,0.03535407,0.0009077179,0.001632891,0.00002112153,0.00005245342,0.00009051617,0.05695095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8309685,"threshold_uncertainty_score":0.9998249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03636841186007037,"score_gpt":0.3314625747036617,"score_spread":0.2950941628435914,"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."}}