{"id":"W4235037600","doi":"10.4000/trema.4443","title":"Le rapport à la littérature des enseignants de français : enjeux et pratiques","year":2018,"lang":"fr","type":"paratext","venue":"Tréma","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Art; Humanities","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005186994,0.0006538805,0.0008565877,0.000165237,0.001024252,0.0003779961,0.000998101,0.002023116,0.009947514],"category_scores_gemma":[0.002098692,0.000652588,0.0003475354,0.0009927979,0.002952501,0.0003952274,0.0001778434,0.001803226,0.004567534],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001716737,"about_ca_system_score_gemma":0.006090987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004578,"about_ca_topic_score_gemma":0.008461272,"domain_scores_codex":[0.988896,0.007795826,0.0005753098,0.0008624938,0.000666558,0.001203804],"domain_scores_gemma":[0.9968424,0.001188926,0.0005327277,0.0006404204,0.0003490918,0.0004464148],"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":[0.00003895914,0.000265958,0.0005981515,0.000446461,0.0002338301,0.0002593167,0.5224139,0.00003184183,0.0008710891,0.01921041,0.3449925,0.1106376],"study_design_scores_gemma":[0.0003373833,0.0002403303,0.0034118,0.0007869552,0.00009574138,0.00004508507,0.0068214,0.00004553744,0.001086268,0.003169842,0.9832218,0.0007378045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04443042,0.05138131,0.007098332,0.002410471,0.001914891,0.0005246464,0.00007279353,0.0002499828,0.8919172],"genre_scores_gemma":[0.03388571,0.005425162,0.09011061,0.00139844,0.002738379,0.00008176301,0.0001068791,0.0001440651,0.866109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6382294,"threshold_uncertainty_score":0.9997609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06450079600491769,"score_gpt":0.3530044866318615,"score_spread":0.2885036906269438,"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."}}