{"id":"W4387557704","doi":"10.1215/9781478027379-009","title":"Notes","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000813318,0.00009730938,0.0001184978,0.00002958307,0.0001409122,0.00004517169,0.0001800536,0.0002687252,0.006831392],"category_scores_gemma":[0.0000378209,0.00008098729,0.00007502227,0.00001547367,0.0001272301,0.00006503127,0.00003698992,0.0001449124,0.003625651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003841678,"about_ca_system_score_gemma":0.00009517156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208663,"about_ca_topic_score_gemma":0.003992971,"domain_scores_codex":[0.999314,0.000004117401,0.00008745798,0.0001447192,0.0002960632,0.0001536089],"domain_scores_gemma":[0.9996979,0.00004577997,0.00005514926,0.0001169461,0.00003498149,0.00004925753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.942361e-7,2.626499e-7,0.0000137972,0.000002313086,0.000008393276,0.000005421713,0.0005857372,1.75429e-7,9.480389e-7,0.9033027,0.09206682,0.004012977],"study_design_scores_gemma":[0.00001549528,0.000003972144,0.00004952739,0.00001882287,0.000005014155,8.018743e-8,0.00003366341,1.117932e-7,0.000006675505,0.2162427,0.7835308,0.00009321326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006018605,0.00003010833,0.000009422514,0.001706618,0.0006411388,0.00006998974,0.00001851362,0.0001806605,0.9973375],"genre_scores_gemma":[0.0006042332,0.0005033162,0.00006566027,0.0003657471,0.0009772971,0.000001060038,0.000008723177,0.00002356035,0.9974504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6914639,"threshold_uncertainty_score":0.9971501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835229996626295,"score_gpt":0.278374718060265,"score_spread":0.240022418094002,"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."}}