{"id":"W4229805526","doi":"10.1177/103841620501400302","title":"Interview with Barrie Irving and Beatriz Malik","year":2005,"lang":"en","type":"article","venue":"Australian Journal of Career Development","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Sociology; Social justice; Diversity (politics); Promotion (chess); Faith; Career development; Economic Justice; Pedagogy; Media studies; Management; Political science; Social science; Law; Theology","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":[0.0006845323,0.00007714915,0.0001430381,0.00006618878,0.0002551891,0.00007190946,0.0001412711,0.00003163322,0.0003040782],"category_scores_gemma":[0.00001928169,0.00004870028,0.00003244691,0.000112249,0.0001078834,0.0002373405,0.00002917505,0.00009964476,0.00001330681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492826,"about_ca_system_score_gemma":0.0003445379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937146,"about_ca_topic_score_gemma":0.0002271223,"domain_scores_codex":[0.9990829,0.00003611316,0.0002555949,0.00007291318,0.0003618332,0.0001906248],"domain_scores_gemma":[0.9993653,0.00001457162,0.0001582903,0.0000421642,0.0002336757,0.0001859745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004098435,0.00009544948,0.06534644,0.00007353588,0.000571314,0.00007178237,0.192364,0.00002754461,0.00002075261,0.00147315,0.07569731,0.6642178],"study_design_scores_gemma":[0.0002300611,0.00003730388,0.03011834,0.0001162687,0.00002075939,0.00002348097,0.03756618,4.077818e-8,0.0001037999,0.00002206526,0.9316695,0.00009222837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304333,0.001124343,0.0001455617,0.05212084,0.0009347526,0.0001704475,0.000001563586,0.00001632153,0.01505281],"genre_scores_gemma":[0.9825743,0.0003770109,0.007334402,0.00037098,0.0003588221,0.000001625081,4.137936e-7,0.000005582623,0.008976893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8559722,"threshold_uncertainty_score":0.3329442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06274960558155979,"score_gpt":0.3029866446351652,"score_spread":0.2402370390536054,"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."}}