{"id":"W4200411142","doi":"10.1075/ltyl.21004.pay","title":"“Very easy, it’s an English class, therefore they should not rely on a French text”","year":2021,"lang":"en","type":"article","venue":"Language Teaching for Young Learners","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Meaning (existential); Exploratory research; Literacy; Class (philosophy); Context (archaeology); Perspective (graphical); Pedagogy; Language proficiency; Psychology; Mathematics education; Sociology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001257708,0.0004213168,0.0004214754,0.0001724003,0.001129267,0.000783723,0.0004368232,0.0001663348,0.003136148],"category_scores_gemma":[0.001133033,0.0003517741,0.0003312626,0.00004179727,0.0001113328,0.0004148633,0.00007824014,0.001714383,0.0001044719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323763,"about_ca_system_score_gemma":0.00008977324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005382375,"about_ca_topic_score_gemma":0.0131246,"domain_scores_codex":[0.9972273,0.0005300379,0.0003797394,0.0007285234,0.0004434388,0.0006910305],"domain_scores_gemma":[0.9983581,0.0004188198,0.0001843798,0.0007647485,0.0001013621,0.0001725805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009051769,0.0002974998,0.0006870527,0.00009766124,0.0002049003,0.0002021256,0.8221621,0.0004146315,0.0006286972,0.08214807,0.006933691,0.08613305],"study_design_scores_gemma":[0.001642786,0.0005965879,0.0003183756,0.0002947947,0.0001604632,0.00004562163,0.5296239,0.001543763,0.0002783627,0.000374267,0.4640099,0.001111245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7628254,0.0003283733,0.00005580053,0.0007687713,0.001315223,0.0002330374,0.00008277129,0.0006953336,0.2336953],"genre_scores_gemma":[0.8844736,0.000004644648,0.0004358618,0.004789403,0.002594993,0.00004238281,0.0004304094,0.0001362257,0.1070924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4570762,"threshold_uncertainty_score":0.9998934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129998038799022,"score_gpt":0.2826988788733682,"score_spread":0.241398898485378,"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."}}