{"id":"W4380786639","doi":"10.1108/9781800710481","title":"Mixed Race Life Stories","year":2023,"lang":"en","type":"book","venue":"","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Race (biology); Perspective (graphical); Field (mathematics); Sociology; Gender studies; Engineering ethics; Engineering; Art; Visual arts; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00170356,0.0006663361,0.0003027563,0.001444539,0.01981395,0.01114399,0.002170769,0.002841447,0.01721483],"category_scores_gemma":[0.004767437,0.0003287322,0.0002578259,0.002405916,0.01228427,0.008718215,0.004440609,0.004061877,0.001370551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0288392,"about_ca_system_score_gemma":0.01698407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7067382,"about_ca_topic_score_gemma":0.8474584,"domain_scores_codex":[0.9980924,0.0007818043,0.00002808608,0.0001485922,0.0004848947,0.0004643224],"domain_scores_gemma":[0.9972456,0.001294625,0.00011182,0.0002010518,0.0005590613,0.0005878523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001801442,0.00001947944,0.0008368906,0.0000505612,0.000003524888,0.0004156176,0.2686554,0.0001210933,0.0001349324,0.5849651,0.125387,0.0193924],"study_design_scores_gemma":[0.000002900414,0.000004684593,0.0009816581,0.0001035457,0.000003487515,0.000176188,0.1858587,0.0001430786,0.0001657588,0.01787006,0.7946774,0.00001261948],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04374658,0.003921553,0.004580919,0.05863417,0.00109474,0.0001293717,0.001179937,0.0001168284,0.8865959],"genre_scores_gemma":[0.5690941,0.004425157,0.002432912,0.009137913,0.0003551606,0.0001957473,0.0008139648,0.0002569962,0.4132881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7067382,"threshold_uncertainty_score":0.5899777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483909929196144,"score_gpt":0.4016064333366227,"score_spread":0.2532154404170083,"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."}}