{"id":"W3155369607","doi":"","title":"ENST 595.03: ST: Environmental Justice: Issues & Solution","year":2018,"lang":"en","type":"article","venue":"The Mathematics Enthusiast","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University","keywords":"Economic Justice; Environmental justice; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007066279,0.0001498496,0.0001631416,0.0000356073,0.001719092,0.0000896152,0.0003728824,0.00007623713,0.002935147],"category_scores_gemma":[0.00007111318,0.0001152746,0.00005961295,0.0000798515,0.00146587,0.0001693544,0.0001305926,0.0001471669,0.002735318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001716483,"about_ca_system_score_gemma":0.00003837816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002028029,"about_ca_topic_score_gemma":0.001376005,"domain_scores_codex":[0.9983709,0.0001174462,0.000274082,0.0001834254,0.0005689551,0.0004851676],"domain_scores_gemma":[0.9992487,0.0001649086,0.0001327748,0.0003155911,0.00001071679,0.0001272965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001541102,0.0003985917,0.00009313526,0.0003186121,0.00003138601,0.00000437631,0.9090175,0.000003912859,0.001146059,0.07294185,0.01408127,0.001947922],"study_design_scores_gemma":[0.0008356772,0.0003840736,0.007317968,0.0004838365,0.0008707113,0.00002710074,0.6860817,0.002068289,0.00213584,0.004949271,0.2938543,0.0009912152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5240309,0.002346342,0.002014556,0.01076174,0.001947078,0.001439107,0.0001280133,0.0003139196,0.4570184],"genre_scores_gemma":[0.9881486,0.002269934,0.002003587,0.0008403325,0.001374202,0.00002687566,0.00001184555,0.00002333499,0.00530129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4641177,"threshold_uncertainty_score":0.9995806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360781279109593,"score_gpt":0.3278530148322555,"score_spread":0.2917748869212962,"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."}}