{"id":"W149897009","doi":"10.14746/ssllt.2012.2.2.5","title":"Integrative motivation and global language (English) acquisition in Poland","year":2012,"lang":"en","type":"article","venue":"Studies in Second Language Learning and Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Predictability; Multilevel model; Consistency (knowledge bases); Construct (python library); Class (philosophy); Sample (material); English as a foreign language; Social psychology; Goal theory; Foreign language; Developmental psychology; 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":[0.0008138399,0.000305108,0.0004306365,0.001199245,0.000371346,0.001037699,0.0002013811,0.0001805475,0.0009673173],"category_scores_gemma":[0.002243785,0.0002093325,0.0003020557,0.0006877525,0.0005817198,0.0003789355,0.001166356,0.0004399979,0.0001629726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215855,"about_ca_system_score_gemma":0.0003547874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788782,"about_ca_topic_score_gemma":0.005068357,"domain_scores_codex":[0.9996225,0.00004867154,0.00004024904,0.00007906313,0.0001258316,0.00008365501],"domain_scores_gemma":[0.99903,0.0001255711,0.0004718626,0.00005276762,0.0001254178,0.0001944111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009467187,0.0001351647,0.9896751,0.00001729953,0.00004681997,0.00008724493,0.002036008,0.00006932276,0.001197594,0.0001663308,0.00004068739,0.006433787],"study_design_scores_gemma":[0.000001814103,0.00004281204,0.9993516,0.000002895803,0.000004959683,0.00002465636,0.0003197287,0.00005906799,0.00006865906,0.00002757912,0.00009481848,0.000001476431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997614,0.00001809791,0.0000250253,0.000004806466,4.382616e-7,0.00000227533,0.000007270071,6.6558e-7,0.0001799347],"genre_scores_gemma":[0.9997538,0.00002042127,0.00003739175,0.000002581172,5.940932e-7,0.000002962341,0.00002143755,8.308563e-7,0.0001599759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003788782,"threshold_uncertainty_score":0.007533431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084384570702207,"score_gpt":0.3086833227297432,"score_spread":0.2878394770227211,"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."}}