{"id":"W4361014086","doi":"10.5040/9781350348837.0006","title":"Notes","year":2023,"lang":"en","type":"book-chapter","venue":"Bloomsbury Academic eBooks","topic":"Water Governance and Infrastructure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008955615,0.001017655,0.0009295041,0.001664496,0.003205335,0.005949157,0.001767789,0.002996456,0.6835909],"category_scores_gemma":[0.00420069,0.0004481853,0.0009680078,0.002222651,0.001056054,0.004278391,0.003592908,0.003106182,0.4819132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101898,"about_ca_system_score_gemma":0.00347953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007959697,"about_ca_topic_score_gemma":0.01036805,"domain_scores_codex":[0.9987331,0.0001447702,0.00008154289,0.0003305814,0.0005358984,0.0001741696],"domain_scores_gemma":[0.9986724,0.0002360621,0.00007605674,0.0002387613,0.0005598965,0.000216896],"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":[0.00004792335,0.00003271874,0.0002771987,0.0001758777,0.000006050761,0.0001073682,0.0002449447,0.00008670519,0.0002224732,0.03979499,0.8987671,0.06023674],"study_design_scores_gemma":[0.000003577483,0.000005455379,0.000176124,0.00006189,0.000001140051,0.00004405664,0.00009053673,0.00001948345,0.00005244373,0.002211189,0.99733,0.000004076898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007815744,0.002912307,0.001578824,0.01123151,0.006475088,0.0001439173,0.006486265,0.0007228647,0.9696677],"genre_scores_gemma":[0.00414452,0.001435781,0.0008933325,0.00329979,0.0007460176,0.00009894694,0.003020271,0.0004014146,0.9859599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3164091,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856871672061055,"score_gpt":0.298729252119923,"score_spread":0.2501605353993125,"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."}}