{"id":"W4404997913","doi":"10.46364/njltl.v12i2.1301","title":"Prendre en compte les croyances de futures enseignantes de français Lx dans le cadre d’une recherche-action : vers l’utilisation d’approches plurilingues d’enseignement du lexique","year":2024,"lang":"fr","type":"article","venue":"Nordic Journal of Language Teaching and Learning","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02367315,0.0005561797,0.0004495262,0.001358659,0.02088662,0.01414604,0.002163255,0.003162323,0.01426909],"category_scores_gemma":[0.02035207,0.000370187,0.0004888747,0.001588322,0.01767709,0.008660976,0.007461699,0.004466595,0.001799489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03888031,"about_ca_system_score_gemma":0.06543647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.629801,"about_ca_topic_score_gemma":0.7908759,"domain_scores_codex":[0.9850124,0.008898153,0.000351099,0.001217741,0.002489477,0.002031114],"domain_scores_gemma":[0.9788694,0.005573579,0.00148627,0.001461668,0.008272867,0.004336258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001215096,0.00008431877,0.02084803,0.0003279174,0.00002838193,0.0007113491,0.7812997,0.00022703,0.001675443,0.1053453,0.01322072,0.0761103],"study_design_scores_gemma":[0.00002201785,0.0001023756,0.02752925,0.0009861413,0.00003239045,0.0002370091,0.568002,0.0002879541,0.0007402279,0.01114897,0.3908145,0.00009714647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5885777,0.007938319,0.01249303,0.1391214,0.001045066,0.0002798778,0.000380991,0.0001080418,0.2500555],"genre_scores_gemma":[0.9255872,0.001806075,0.004637999,0.003811511,0.00006619548,0.0001208444,0.0001095213,0.00006136771,0.06379926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.629801,"threshold_uncertainty_score":0.7447584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016368441367139,"score_gpt":0.3414820416469997,"score_spread":0.3013183572333283,"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."}}