{"id":"W103917984","doi":"","title":"Students' help-seeking behaviours by gender, racial background, and student status.","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Psychology; Racial differences; Racial bias; Social psychology; Race (biology); Ethnic group; Gender studies; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114598,0.000110494,0.0001561471,0.0001445042,0.0006069212,0.0004316073,0.0001422031,0.00007446403,0.0002400361],"category_scores_gemma":[0.00000244244,0.0001104594,0.0000362305,0.0001342409,0.0001436982,0.0001420314,1.061644e-7,0.000179012,0.000002310494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005316819,"about_ca_system_score_gemma":0.0008247861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989743,"about_ca_topic_score_gemma":0.02288301,"domain_scores_codex":[0.9986837,0.0001612306,0.0002704209,0.0001370332,0.0003920993,0.000355498],"domain_scores_gemma":[0.9987223,0.00005337339,0.0001517931,0.00006492,0.0001445299,0.000863156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002705619,0.000111991,0.4037384,0.000005889946,0.000155546,0.00001813717,0.5499904,0.000004924778,0.0000449556,0.01028483,0.01169739,0.02392048],"study_design_scores_gemma":[0.0009917375,0.00009065254,0.02232427,0.00004443355,0.00002113534,0.00001833704,0.01298317,2.892143e-7,0.000008996056,0.009830677,0.9534584,0.0002278778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956188,0.03768141,0.003747987,0.000447931,0.001126666,0.000113262,0.000005884526,0.000005270259,0.0006836327],"genre_scores_gemma":[0.8246239,0.1729841,0.0003040623,0.001158041,0.0002404526,0.000001528582,0.000001569168,0.00001768621,0.0006687384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.941761,"threshold_uncertainty_score":0.9949468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267267997984907,"score_gpt":0.3459350361535677,"score_spread":0.3132623561737186,"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."}}