{"id":"W7065833380","doi":"","title":"THE EXPERIENCES OF IMMIGRANT TEACHERS IN SOUTHWESTERN ONTARIO","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Collegiality; Prejudice (legal term); Feeling; Face (sociological concept); Perception; Cultural diversity; School teachers; Work (physics)","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":[0.0001829758,0.000224977,0.0002473936,0.0001896543,0.0002267477,0.0001728322,0.0005878105,0.00007232679,0.0001652173],"category_scores_gemma":[0.00001133224,0.0001911929,0.0001497646,0.0002898834,0.0001197749,0.0007782322,0.00009013173,0.000473278,0.00009912147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365315,"about_ca_system_score_gemma":0.000138287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338008,"about_ca_topic_score_gemma":0.08451243,"domain_scores_codex":[0.9986601,0.0001067446,0.0003108977,0.0003125822,0.0002320648,0.0003776254],"domain_scores_gemma":[0.9990131,0.0001850418,0.0002063862,0.0003936441,0.00007921908,0.000122598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006399253,0.0001951426,0.9801241,0.000002472844,0.00002938928,0.00002717629,0.01801065,0.0000749723,0.0001132963,0.0003134979,0.000001272705,0.001044065],"study_design_scores_gemma":[0.0008865859,0.0001540258,0.9690194,0.0001128267,0.00003605731,0.000003147733,0.02337405,4.371443e-7,0.003083263,0.0002986915,0.002769964,0.0002615761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979949,0.00001068813,0.0001682965,0.00009630464,0.0002702904,0.0001774416,0.000009225622,0.00002431201,0.00124856],"genre_scores_gemma":[0.9926261,0.000004594622,0.00001663547,0.00003981982,0.00004834335,0.000002338709,0.00001072681,0.00001120596,0.007240176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08317442,"threshold_uncertainty_score":0.9321928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837419831596581,"score_gpt":0.2828401745896836,"score_spread":0.2444659762737178,"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."}}