{"id":"W2791338765","doi":"10.7202/1050812ar","title":"Review of: Dörnyei, Z., Henry, A., & Muir, C. (2016). Motivational currents in language learning: Frameworks for focused intervention. New York, NY: Routledge.","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Language acquisition; Applied linguistics; Cognitive science; Linguistics; Sociology; Humanities; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003574702,0.001398608,0.002291234,0.01013788,0.001097069,0.003729898,0.002850711,0.003356102,0.01591024],"category_scores_gemma":[0.02137035,0.0004873584,0.0008888744,0.01120758,0.002229557,0.004655249,0.002848739,0.004516361,0.009654041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003568711,"about_ca_system_score_gemma":0.009209105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006825151,"about_ca_topic_score_gemma":0.01295758,"domain_scores_codex":[0.9976977,0.000388529,0.0004745358,0.0003845558,0.0009211354,0.0001335926],"domain_scores_gemma":[0.9863029,0.005558571,0.001303824,0.0003190316,0.005496291,0.001019309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003620218,0.000022271,0.0002695635,0.01682547,0.00006880864,0.0001066372,0.0003427293,0.0001053545,0.0001256018,0.004082664,0.6335542,0.3444605],"study_design_scores_gemma":[0.000005242915,0.00000945595,0.0005827154,0.01112046,0.00006102092,0.0002491339,0.0001680225,0.0000178438,0.00004444017,0.0007791498,0.9869486,0.00001394634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007666956,0.96308,0.000296592,0.02016021,0.01153556,0.00002351642,0.0002150554,0.00002213194,0.004590254],"genre_scores_gemma":[0.001396517,0.9810346,0.0003893412,0.00819665,0.005173029,0.00004059716,0.0003188282,0.00001828832,0.003432135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01591024,"threshold_uncertainty_score":0.05322504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03840517559613934,"score_gpt":0.2822762426262362,"score_spread":0.2438710670300968,"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."}}