{"id":"W4410813613","doi":"10.32920/29169620.v1","title":"What it means to be Black","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College; Centennial College","funders":"","keywords":"Computer science; Political science","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":[0.005310414,0.0004156939,0.0005175062,0.001224128,0.01106743,0.007995144,0.0008821695,0.00404511,0.03345098],"category_scores_gemma":[0.01190543,0.0002733352,0.0004728506,0.0007950084,0.0150046,0.008873091,0.002977524,0.006645944,0.006778154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004034305,"about_ca_system_score_gemma":0.004854065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482577,"about_ca_topic_score_gemma":0.0143119,"domain_scores_codex":[0.9944713,0.003060001,0.00009376431,0.0006320836,0.0007366221,0.001006168],"domain_scores_gemma":[0.9950846,0.001503885,0.0004312218,0.0002647318,0.0008929526,0.001822546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007821078,0.0001133626,0.005829043,0.0002584936,0.00003425207,0.0002165557,0.06037403,0.0000477252,0.0003022364,0.618269,0.2492638,0.06521329],"study_design_scores_gemma":[0.00003161592,0.00005003922,0.005737173,0.001632631,0.00004943899,0.0003779413,0.08816013,0.00008449085,0.0005030615,0.2068539,0.6964693,0.00005020734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02414194,0.01113673,0.001843505,0.6528797,0.008863552,0.00003867055,0.0002113247,0.00004423818,0.3008403],"genre_scores_gemma":[0.6515499,0.01627133,0.002127736,0.1878342,0.003510201,0.0002389428,0.0002602407,0.000262288,0.1379451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03345098,"threshold_uncertainty_score":0.1119047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06320389895311813,"score_gpt":0.4520384747875169,"score_spread":0.3888345758343987,"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."}}