{"id":"W4389677395","doi":"10.1515/9780889778207","title":"#BlackInSchool","year":2021,"lang":"en","type":"book","venue":"University of Regina Press eBooks","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0001287702,0.0001180034,0.0002665805,0.0000656519,0.000458934,0.00002210309,0.0003859241,0.0002416131,0.0002015552],"category_scores_gemma":[0.00001900473,0.0001271876,0.0001794684,0.00001472306,0.0007266062,0.0000544962,0.0001859958,0.0001902604,0.00002600074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231958,"about_ca_system_score_gemma":0.001170228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327651,"about_ca_topic_score_gemma":0.001106308,"domain_scores_codex":[0.9991317,0.00005206757,0.0000522764,0.0002179122,0.000360633,0.0001854083],"domain_scores_gemma":[0.9991056,0.00004006585,0.0002049457,0.0002410606,0.0003012203,0.0001071477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008217456,0.0000117552,0.000009462611,0.00004822703,0.0001200729,0.00003159695,0.01225138,5.75004e-7,3.951695e-7,0.198266,0.7845761,0.004676194],"study_design_scores_gemma":[0.0001508057,0.00001036831,0.000008265733,0.0001305059,0.00007480563,3.403553e-7,0.01109712,2.507803e-7,0.000003469919,0.0002987269,0.9880813,0.0001440325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003661927,0.0004380809,0.0000200555,0.0008060496,0.0005296417,0.0001654641,0.00001897798,0.0000418966,0.9979432],"genre_scores_gemma":[0.00008047489,0.001794744,0.000113154,0.00002633563,0.0002250408,1.2693e-7,0.0000144284,0.000008657587,0.9977371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2035052,"threshold_uncertainty_score":0.5186558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857206244286026,"score_gpt":0.2541107026647831,"score_spread":0.2155386402219229,"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."}}