{"id":"W7033486607","doi":"","title":"Professionalism in teaching english as a second language (ESL) in Canada and abroad","year":2004,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Language education; English as a second language; Second language; Language assessment; Teaching method; First language; Test of English as a Foreign Language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002028353,0.00008523749,0.0001121921,0.0000919291,0.00001259491,0.00001248879,0.00005369046,0.00004164263,0.00009677636],"category_scores_gemma":[0.00009654606,0.00008126105,0.000008572124,0.00009293114,0.000003273127,0.00009114208,0.00001548687,0.0002768442,0.000001018331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352608,"about_ca_system_score_gemma":0.00009109989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5541329,"about_ca_topic_score_gemma":0.8312795,"domain_scores_codex":[0.9994785,0.0000258714,0.0001500431,0.00009498276,0.00008980884,0.0001608635],"domain_scores_gemma":[0.999779,0.00007383394,0.000006316814,0.00009025765,0.00000652238,0.00004400349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001977824,0.000004626211,0.004550655,0.00005315155,0.000003349104,0.00004007162,0.004363276,0.9883902,0.0004333283,0.0004891197,0.00005937128,0.001610869],"study_design_scores_gemma":[0.008954071,0.00004314619,0.2640522,0.0007866405,0.000007767108,0.00003299088,0.01367447,0.6761687,0.009198142,0.002644029,0.0227961,0.001641811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905632,0.0003025951,0.0006955099,0.0000243642,0.0001672771,0.00007398101,0.000001885203,0.00007301665,0.008098245],"genre_scores_gemma":[0.9938596,0.000005098299,0.005592848,0.00004637634,0.00002473802,0.000008653717,0.000003137138,0.00001459359,0.0004449564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3122215,"threshold_uncertainty_score":0.4488361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007135306347071732,"score_gpt":0.2720244030440529,"score_spread":0.2648890966969812,"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."}}