{"id":"W2614859191","doi":"10.1111/1467-9922.53225","title":"Learning Spanish as a Second Language: Learners’ Orientations and Perceptions of Their Teachers’ Communication Style","year":2003,"lang":"en","type":"article","venue":"Language Learning","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Feeling; Social psychology; Perception; Autonomy; Competence (human resources); Context (archaeology); Self-determination theory","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007369251,0.0001873762,0.0002400813,0.0001489694,0.001065379,0.000210313,0.0001460272,0.00007618514,0.007345131],"category_scores_gemma":[0.0005921049,0.0001780382,0.00008712478,0.00008363432,0.0002365359,0.0002722614,0.00005648382,0.001198402,0.00009178587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003257729,"about_ca_system_score_gemma":0.00003296047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001047,"about_ca_topic_score_gemma":0.000882915,"domain_scores_codex":[0.9981872,0.0008580905,0.0002673319,0.0002526407,0.000163418,0.0002712863],"domain_scores_gemma":[0.9990597,0.000319521,0.0002189131,0.0002599562,0.00006235029,0.00007956761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005585658,0.00004374061,0.01011463,0.00003325211,0.00004794386,0.000004537971,0.958659,0.0002467665,0.00381361,0.0175406,0.00009776496,0.009392553],"study_design_scores_gemma":[0.0004282084,0.0001599259,0.001655957,0.00008052803,0.00003975356,0.00001983359,0.9300405,0.0002072699,0.0002307932,0.00009185144,0.06680854,0.0002368881],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8929152,0.001127696,0.00007906232,0.00007812297,0.00005552238,0.0001085828,0.000004177139,0.0001957832,0.1054358],"genre_scores_gemma":[0.9399937,0.00004177958,0.0005166976,0.00009202932,0.00009452845,0.0000138825,0.00007914266,0.00004574157,0.05912245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06671077,"threshold_uncertainty_score":0.9935623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331880722625385,"score_gpt":0.2619731071529952,"score_spread":0.2486542999267413,"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."}}