{"id":"W2034764148","doi":"10.30827/digibug.31616","title":"Motivation and second language acquisition","year":2007,"lang":"es","type":"article","venue":"Porta Linguarum Revista Interuniversitaria de Didáctica de las Lenguas Extranjeras","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":630,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Second-language acquisition; Cognitive psychology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001251769,0.0002599234,0.0002907931,0.001272096,0.001195223,0.003560846,0.0003248137,0.0005576172,0.006734858],"category_scores_gemma":[0.003941526,0.0001588036,0.0003116956,0.0005228344,0.00145352,0.0008353203,0.001705157,0.001023727,0.000715621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790525,"about_ca_system_score_gemma":0.001931957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006079772,"about_ca_topic_score_gemma":0.006454179,"domain_scores_codex":[0.9988525,0.0003513319,0.00003738081,0.0001166306,0.0002347506,0.0004074868],"domain_scores_gemma":[0.9964418,0.00109884,0.0008242683,0.0001228271,0.0005682279,0.0009440271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005010479,0.001664559,0.6126824,0.0003052085,0.0001184573,0.001671796,0.05769406,0.0009978859,0.009961228,0.1245586,0.002389016,0.1874557],"study_design_scores_gemma":[0.00007078617,0.0007914082,0.9223115,0.0001761842,0.00003557944,0.001181435,0.01683938,0.001587773,0.001965605,0.02582948,0.02913388,0.00007690841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661261,0.0003652156,0.0006519363,0.0004078739,0.00001365606,0.00002382365,0.00003118399,0.00001616753,0.03236407],"genre_scores_gemma":[0.9931605,0.0001366248,0.0003144833,0.00005270778,0.000006472884,0.00001591433,0.00003130086,0.000007385494,0.006274506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006734858,"threshold_uncertainty_score":0.02253032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058643235031214,"score_gpt":0.2463529589178184,"score_spread":0.2357665265675062,"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."}}