{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164278,0.0008734746,0.0006589172,0.00175391,0.004307291,0.004649031,0.002448406,0.00316895,0.598078],"category_scores_gemma":[0.007076197,0.0003267387,0.000784494,0.002260412,0.001332773,0.004127871,0.002919909,0.004268291,0.3336128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004762006,"about_ca_system_score_gemma":0.004618747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02558659,"about_ca_topic_score_gemma":0.02640902,"domain_scores_codex":[0.9984661,0.0001580117,0.00007160432,0.0003157975,0.0007323554,0.0002560261],"domain_scores_gemma":[0.9976885,0.0004082042,0.00009590796,0.0003347691,0.001242009,0.0002306578],"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":[0.000008215073,0.00000859345,0.00005883275,0.00004387872,8.952351e-7,0.0000324499,0.0001405573,0.00002410276,0.00003189238,0.02879941,0.959079,0.01177215],"study_design_scores_gemma":[0.000001477066,0.000001922964,0.000109413,0.00004360357,3.937913e-7,0.00001980058,0.00008021638,0.000008270848,0.00002021988,0.001736074,0.997976,0.000002572087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004829263,0.001570392,0.001043393,0.02804494,0.008716427,0.0001252462,0.006725071,0.0005609616,0.9527307],"genre_scores_gemma":[0.003639522,0.0009168215,0.0005613294,0.008105426,0.001339879,0.0001155291,0.00274347,0.0003052849,0.9822726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.598078,"threshold_uncertainty_score":0,"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."}}