{"id":"W3043631117","doi":"","title":"The Nova Scotia english 10 examination: a case study of consequences","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); History; Engineering; Archaeology; Aeronautics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007899337,0.0002620681,0.0002451085,0.000917939,0.008444924,0.001786813,0.0009775343,0.001879419,0.006299085],"category_scores_gemma":[0.008679633,0.0002525724,0.000239948,0.0008345497,0.002171846,0.0004350133,0.002914673,0.002237128,0.0007636659],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009209587,"about_ca_system_score_gemma":0.0137803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4217302,"about_ca_topic_score_gemma":0.7226315,"domain_scores_codex":[0.9985477,0.0002538186,0.00006998749,0.00008935647,0.0003855264,0.0006535604],"domain_scores_gemma":[0.9957997,0.0009627792,0.0004425875,0.0001276147,0.0008480294,0.001819247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003284762,0.001070072,0.1464984,0.0001490789,0.0000296332,0.639447,0.1047877,0.001242639,0.00468123,0.009494913,0.02394843,0.06832258],"study_design_scores_gemma":[0.0001074112,0.0007948474,0.4025512,0.000610567,0.00007349828,0.1489822,0.312276,0.002409407,0.003727448,0.003082281,0.1252309,0.0001542432],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469151,0.0001980033,0.0002821463,0.005674042,0.0001328377,0.00006988768,0.00006785533,0.0000184389,0.0466417],"genre_scores_gemma":[0.9633314,0.0001963444,0.0003051946,0.0011286,0.00001983135,0.00001974354,0.00002823599,0.00002904502,0.03494169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9907904,"threshold_uncertainty_score":0.8385509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05988301511501529,"score_gpt":0.2949851579044442,"score_spread":0.235102142789429,"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."}}