{"id":"W7094514423","doi":"","title":"9781000790405.pdf","year":2022,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Injustice; Sustainability; Typology; Urban planning; Environmental justice; Human geography; Social sustainability; Urban sustainability","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003584883,0.0003820884,0.0006141313,0.0001736723,0.0004199962,0.00007136655,0.0003914309,0.0001405836,0.9855735],"category_scores_gemma":[0.0001614066,0.0002474464,0.0002327753,0.0003633979,0.0002208479,0.00005341059,0.0004121786,0.0006793981,0.8679307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111793,"about_ca_system_score_gemma":0.0001342371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535974,"about_ca_topic_score_gemma":0.00005246088,"domain_scores_codex":[0.9980734,0.0001730663,0.0002911529,0.0004979099,0.0005875398,0.0003769251],"domain_scores_gemma":[0.9987574,0.0002548719,0.0002700837,0.0005416606,0.00004240626,0.0001335613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007477991,0.0001902297,0.0003526496,0.0001030935,0.000585343,0.00006843194,0.00004035604,0.000001504654,0.0001076588,0.000443387,0.06323677,0.9347958],"study_design_scores_gemma":[0.001013979,0.0002405005,0.001657877,0.00005600167,0.0004710447,0.00004305138,0.0000563814,0.00002689965,0.00002447871,0.0001721068,0.9959524,0.0002853068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001227173,0.00001857462,0.00003349705,0.005304087,0.000820865,0.001519296,2.904974e-8,0.0002685434,0.9919124],"genre_scores_gemma":[0.002531421,0.0004455779,0.0001742295,0.006034501,0.001023912,0.0003790258,0.0004431373,0.0003026185,0.9886656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9345105,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124184251031487,"score_gpt":0.3117300111979446,"score_spread":0.2904881686876297,"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."}}