{"id":"W2109870329","doi":"10.1111/j.1467-9922.2004.00247.x","title":"Integrative Motivation: Changes During a Year‐Long Intermediate‐Level Language Course","year":2004,"lang":"en","type":"article","venue":"Language Learning","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":322,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Language acquisition; Anxiety; Second-language acquisition; Developmental psychology; Cognitive psychology; Social psychology; Linguistics; Mathematics education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005583575,0.0002473633,0.0003602793,0.0007389737,0.001115106,0.001266113,0.0003782757,0.0007117277,0.001883259],"category_scores_gemma":[0.00254769,0.0001716025,0.0002536207,0.0004281005,0.0004115016,0.0002895449,0.0007744672,0.001007822,0.0004768335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032456,"about_ca_system_score_gemma":0.0006019595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198255,"about_ca_topic_score_gemma":0.02264727,"domain_scores_codex":[0.9996862,0.00006087383,0.00001197293,0.00005015297,0.00006710774,0.0001236979],"domain_scores_gemma":[0.9980521,0.0002384672,0.0003540184,0.00006508832,0.0002289748,0.001061199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00216356,0.009462965,0.9155549,0.0000601716,0.0001279565,0.0007536271,0.008505191,0.0003028042,0.01378744,0.0003334075,0.001068107,0.04787985],"study_design_scores_gemma":[0.000004943732,0.0003619641,0.9981536,0.00000225202,0.000005920248,0.00002589683,0.0007739256,0.00007177619,0.0002475852,0.00001986553,0.0003245148,0.000007723935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994018,0.00003672776,0.00002062903,0.00003954774,0.00000460761,0.000009097264,0.00005458338,0.000005248564,0.0004277194],"genre_scores_gemma":[0.9988821,0.00002326381,0.00003386017,0.00002711515,0.000005743088,0.0000139418,0.0001339095,0.000001731546,0.0008782636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198255,"threshold_uncertainty_score":0.02382565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244251986772433,"score_gpt":0.2587314138973241,"score_spread":0.2362888940295998,"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."}}