{"id":"W2066248010","doi":"10.1017/s0272263101223055","title":"<b>FRENCH SECOND LANGUAGE EDUCATION IN CANADA: EMPIRICALSTUDIES</b>. <i>Sharon Lapkin (Ed.)</i>. Toronto: University of Toronto Press, 1998.Pp. xxx + 350. $75.00 cloth.","year":2001,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Potpourri; Library science; Empirical research; Media studies; Sociology; Linguistics; Mathematics education; History; Psychology; Computer science; Philosophy; Epistemology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001284625,0.000312395,0.0006632539,0.00004191922,0.0002948301,0.00002729166,0.0004863058,0.0001868002,0.008798324],"category_scores_gemma":[0.0004345633,0.0003479119,0.0001018798,0.0002610499,0.0003305102,0.0006626484,0.0002168955,0.0003011877,0.00001058752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005370972,"about_ca_system_score_gemma":0.001135842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901749,"about_ca_topic_score_gemma":0.9993794,"domain_scores_codex":[0.9966511,0.001000579,0.0005291464,0.0005937548,0.0005416325,0.0006838237],"domain_scores_gemma":[0.9983606,0.0005369173,0.0003468693,0.0004718746,0.0001502039,0.0001334781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001763027,0.0005885151,0.04990959,0.0005327593,0.0003244384,0.0006682479,0.6552818,0.00008015151,0.002690841,0.0004656446,0.1631751,0.1261066],"study_design_scores_gemma":[0.001296584,0.000112268,0.08687367,0.0003388365,0.0000577315,0.00000856473,0.6805859,0.00003776488,0.0003544441,0.00007161948,0.2296059,0.0006567803],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.650309,0.2834921,0.00001249544,0.000108592,0.0007295522,0.0004594369,0.00006911153,0.00005843731,0.0647613],"genre_scores_gemma":[0.9719319,0.01489949,0.001410048,0.0006647014,0.0005346683,0.00002869286,0.00009963367,0.00003716323,0.01039374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3216229,"threshold_uncertainty_score":0.9998973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665126115175444,"score_gpt":0.3269867286252637,"score_spread":0.3103354674735093,"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."}}