{"id":"W4386475814","doi":"10.4324/9781003214380-1","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006235993,0.0007875466,0.0006173851,0.001174807,0.002022573,0.004806188,0.001916345,0.002537237,0.4566961],"category_scores_gemma":[0.002894392,0.0002987911,0.0005583655,0.001260987,0.0007812626,0.003835113,0.003012212,0.002510796,0.2694182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915323,"about_ca_system_score_gemma":0.002163292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321667,"about_ca_topic_score_gemma":0.00389786,"domain_scores_codex":[0.9990991,0.0001195003,0.00004730259,0.000219861,0.0004088618,0.0001053879],"domain_scores_gemma":[0.9992574,0.0001466287,0.00003680573,0.00007752785,0.0003339365,0.000147708],"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":[0.00001925442,0.00004267282,0.0002233102,0.0002448376,0.000002731361,0.0001309737,0.0006286487,0.00009709088,0.0002352724,0.04648023,0.8285181,0.1233768],"study_design_scores_gemma":[0.000001081331,0.000005879538,0.0000861475,0.00009802343,5.48345e-7,0.00007022784,0.0001179225,0.00001338373,0.0000270227,0.002370096,0.9972076,0.000002090857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007305735,0.006428437,0.00321587,0.009649008,0.008219811,0.000142428,0.001767653,0.000668024,0.9691783],"genre_scores_gemma":[0.003815093,0.005882365,0.002846439,0.004837569,0.001752946,0.000136591,0.002155941,0.0003144612,0.9782584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.543304,"threshold_uncertainty_score":0.7749571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04024810792908427,"score_gpt":0.3040579905972346,"score_spread":0.2638098826681503,"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."}}