{"id":"W3094472653","doi":"10.1108/jarhe-06-2020-0193","title":"Pre-service teachers' concerns about diversity","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Research in Higher Education","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Diversity (politics); Originality; Demographics; Psychology; Scale (ratio); Service (business); Value (mathematics); Significant difference; Higher education; Gender diversity; Pedagogy; Medical education; Social psychology; Geography; Sociology; Political science; Medicine; Demography; Mathematics; Marketing; Management; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002490489,0.000176396,0.0003304566,0.0006300408,0.003095664,0.002730615,0.0004324979,0.0006865937,0.005844173],"category_scores_gemma":[0.01021483,0.0002366025,0.0002842062,0.0005346121,0.001947769,0.001289446,0.002193236,0.001742716,0.0005631378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619212,"about_ca_system_score_gemma":0.003126031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006303854,"about_ca_topic_score_gemma":0.0109965,"domain_scores_codex":[0.9972799,0.0008655254,0.0002399966,0.0001619296,0.0008985572,0.0005541174],"domain_scores_gemma":[0.986156,0.004565243,0.003873443,0.0004663189,0.002086889,0.002852009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001324706,0.0003187775,0.5973903,0.0006974451,0.00003055442,0.003935152,0.3300052,0.0001069791,0.003653832,0.001280278,0.003373994,0.05907497],"study_design_scores_gemma":[0.000007380238,0.0003075368,0.2047088,0.0003659683,0.00001850559,0.00240229,0.7748153,0.00008034674,0.0005365302,0.0007495931,0.01598133,0.00002634608],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898202,0.000595256,0.0002613505,0.001432077,0.00003519404,0.0000260636,0.00002442241,0.000009460032,0.007796032],"genre_scores_gemma":[0.9971723,0.0005137647,0.0001300777,0.0002895551,0.00001325096,0.00001875529,0.00001512659,0.00000263052,0.001844593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006303854,"threshold_uncertainty_score":0.01955074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2737229037401739,"score_gpt":0.4744518298520208,"score_spread":0.2007289261118469,"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."}}