{"id":"W7027639560","doi":"","title":"2017_Critical Language Awareness.pdf","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"","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":[0.001437676,0.0004039355,0.0002109665,0.001825448,0.002187813,0.006018735,0.0006618258,0.002074258,0.2609396],"category_scores_gemma":[0.005122839,0.0002639312,0.0001891257,0.001352014,0.001673577,0.007024304,0.003337521,0.002230203,0.06564572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074348,"about_ca_system_score_gemma":0.006216067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006120869,"about_ca_topic_score_gemma":0.007876446,"domain_scores_codex":[0.9992893,0.0001116105,0.00003815286,0.00005770825,0.0003398054,0.0001634243],"domain_scores_gemma":[0.9969814,0.001052418,0.0002211305,0.0002393062,0.0007481981,0.000757429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000466243,0.00004236164,0.0007585604,0.0002243704,0.000003237072,0.0001754169,0.00142858,0.00005915251,0.0006959192,0.0806281,0.7652401,0.1506976],"study_design_scores_gemma":[0.000003130987,0.000005733986,0.0008310798,0.0003095009,0.000002190452,0.00005420316,0.001102629,0.00004561796,0.001170839,0.009162429,0.9873038,0.000009008102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007352897,0.004179436,0.001783498,0.04616727,0.005354547,0.00005689271,0.003524893,0.0009701077,0.9306105],"genre_scores_gemma":[0.1122836,0.009972494,0.001668036,0.006456808,0.003580418,0.0001381157,0.004569334,0.000838673,0.8604925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2609396,"threshold_uncertainty_score":0.87293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1990795987520829,"score_gpt":0.4828031050125016,"score_spread":0.2837235062604186,"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."}}