{"id":"W4385363276","doi":"10.59962/9780774862042-003","title":"Preface","year":2020,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008405497,0.0007809466,0.0007369547,0.001588904,0.003562247,0.004803995,0.001648533,0.001440034,0.4687133],"category_scores_gemma":[0.005310341,0.0004223665,0.0006493061,0.001886195,0.0008695343,0.003218731,0.002299663,0.003320702,0.2735779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997549,"about_ca_system_score_gemma":0.002798588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008725008,"about_ca_topic_score_gemma":0.01351958,"domain_scores_codex":[0.9990239,0.0001184964,0.00004930108,0.0002012185,0.0005020961,0.0001049911],"domain_scores_gemma":[0.9978222,0.0003297638,0.00006747861,0.0002509482,0.001272942,0.0002567287],"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":[0.00001477345,0.00001286817,0.00009230358,0.00008349238,0.000001562963,0.0000334466,0.0002696229,0.0000457724,0.00007634916,0.01113404,0.9494209,0.03881487],"study_design_scores_gemma":[0.000001166004,0.000004206468,0.0001205432,0.00005902683,5.721453e-7,0.00002714643,0.0001088081,0.00001202176,0.00002370908,0.0009255126,0.9987153,0.000002021977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008296446,0.005947256,0.002871237,0.01124822,0.02791003,0.0002247671,0.004434104,0.0009445666,0.9455901],"genre_scores_gemma":[0.004454972,0.003481151,0.001961277,0.003068306,0.00373536,0.0001475648,0.004684454,0.0006825174,0.9777844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4687133,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330682840594379,"score_gpt":0.2078368355808748,"score_spread":0.174530007174931,"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."}}