{"id":"W4399455546","doi":"10.18806/tesl.v40i2/1395","title":"Breaking More than the Ice","year":2023,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004056859,0.0007712656,0.0004680482,0.0009823785,0.01702486,0.008390005,0.001466957,0.00184414,0.01031231],"category_scores_gemma":[0.008532834,0.0003462672,0.0005845466,0.0007545311,0.02632593,0.01046984,0.01279497,0.004528189,0.001327831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005766222,"about_ca_system_score_gemma":0.007599879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02783946,"about_ca_topic_score_gemma":0.0374741,"domain_scores_codex":[0.996084,0.00141467,0.000115555,0.0006579149,0.0007089087,0.00101897],"domain_scores_gemma":[0.9965939,0.0009094886,0.0003515725,0.0007649939,0.0004291012,0.0009509713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001391771,0.000122173,0.01071071,0.0002702174,0.00003327811,0.000973551,0.5273848,0.0005051757,0.003511907,0.2776459,0.02049652,0.1582066],"study_design_scores_gemma":[0.00001406792,0.0001244522,0.005601646,0.0004719196,0.000023013,0.0004672098,0.2490072,0.0004040627,0.001565449,0.04583945,0.6964298,0.0000517215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5182301,0.003013574,0.04613052,0.02696706,0.001563041,0.0002903293,0.0001480029,0.0005130467,0.4031443],"genre_scores_gemma":[0.9303859,0.001115199,0.007175042,0.002533177,0.0001528535,0.00007480082,0.00007297112,0.0002271389,0.05826288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02783946,"threshold_uncertainty_score":0.05535483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07517442897902697,"score_gpt":0.4530437219599823,"score_spread":0.3778692929809553,"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."}}