{"id":"W2111297065","doi":"10.1017/s0272263101003035","title":"WILLINGNESS TO COMMUNICATE, SOCIAL SUPPORT, ANDLANGUAGE-LEARNING ORIENTATIONS OF IMMERSION STUDENTS","year":2001,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":626,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Cape Breton University","funders":"","keywords":"Willingness to communicate; Friendship; Psychology; Situated; French immersion; Social psychology; Comprehension; Reading (process); Mathematics education; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005479377,0.000137076,0.0002676025,0.000164234,0.0005867525,0.00005395989,0.0002082388,0.0000388881,0.003709423],"category_scores_gemma":[0.00006272509,0.0001311531,0.00006334554,0.0001196711,0.0001618105,0.0001822035,0.0001656108,0.0002751221,0.00004602147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007038866,"about_ca_system_score_gemma":0.000008775422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083061,"about_ca_topic_score_gemma":0.001069814,"domain_scores_codex":[0.9988156,0.0002165921,0.0003279379,0.0001880949,0.0002197292,0.0002320599],"domain_scores_gemma":[0.9994313,0.0001373338,0.000147572,0.0001507964,0.0001004799,0.00003247793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000680079,0.000142421,0.01319615,0.00008549684,0.00009227254,0.00004856284,0.9762896,0.00007039673,0.0008100445,0.001512729,0.00147347,0.006210849],"study_design_scores_gemma":[0.0008705946,0.0002362345,0.007887105,0.0001584582,0.00003806303,0.000005944954,0.9725559,0.00001549978,0.0001702383,0.00006415338,0.01775082,0.0002469363],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797388,0.001134801,0.00002767269,0.0001187587,0.0002793927,0.0001511455,0.00001624395,0.00005760105,0.01847557],"genre_scores_gemma":[0.9944388,0.00006404411,0.0000672231,0.0004400001,0.0003021995,0.00002350619,0.0001026815,0.00001941069,0.004542144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01627734,"threshold_uncertainty_score":0.9972013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04452180729787452,"score_gpt":0.3653209173458818,"score_spread":0.3207991100480073,"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."}}