{"id":"W3006359165","doi":"10.4324/9780429293429-8","title":"TESOL teachers and the cult of speed in Canada","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cult; Mathematics education; Sociology; History; Ancient history; Psychology","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":[0.0008508243,0.0004643938,0.0005189142,0.002318935,0.03096389,0.01399066,0.001412645,0.002774238,0.03297735],"category_scores_gemma":[0.003535586,0.0005532417,0.0003151267,0.004521017,0.008362185,0.00327238,0.002687878,0.006109908,0.001522506],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1729082,"about_ca_system_score_gemma":0.2125015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966114,"about_ca_topic_score_gemma":0.9987147,"domain_scores_codex":[0.9979804,0.0001432655,0.00003433404,0.0001663599,0.000685635,0.0009899868],"domain_scores_gemma":[0.9980843,0.0003628094,0.00006634663,0.0000503502,0.0008443269,0.0005919205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005531849,0.00003347626,0.002962642,0.00009345252,0.000008214372,0.0003933688,0.04334505,0.000411828,0.0001941079,0.7563255,0.1348604,0.06131662],"study_design_scores_gemma":[0.00001170635,0.00001062225,0.004378169,0.0001993876,0.00001081631,0.00009399821,0.03291814,0.0002535008,0.0001745264,0.01122352,0.9506898,0.00003574442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04889377,0.0130495,0.0005315267,0.03007778,0.0008111109,0.00003868834,0.0003573721,0.0000915198,0.9061487],"genre_scores_gemma":[0.3131618,0.007624119,0.0006457806,0.002558193,0.00009405972,0.00002536344,0.0001223907,0.000189845,0.6755785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1729082,"threshold_uncertainty_score":0.9593093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137616808681155,"score_gpt":0.2654053491233426,"score_spread":0.2440291810365311,"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."}}