{"id":"W4387254827","doi":"10.5040/9798216034049.ch-005","title":"Water and Canada","year":2015,"lang":"en","type":"other","venue":"","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Computer science","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":[],"category_scores_codex":[0.000116457,0.00006979508,0.00008150478,0.00003407909,0.00005959341,0.00005023526,0.0001090286,0.00005383368,0.007247154],"category_scores_gemma":[0.000001806819,0.00004615546,0.000006116278,0.00001511418,0.00009166797,0.000008850162,0.00003049632,0.00003695611,0.00005303814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007524609,"about_ca_system_score_gemma":0.0001998563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997319,"about_ca_topic_score_gemma":0.9997914,"domain_scores_codex":[0.999356,0.00003434799,0.00004055045,0.0001156227,0.0002720813,0.0001813655],"domain_scores_gemma":[0.9998011,0.00000211348,0.000008598942,0.00008374803,0.000007059114,0.00009738516],"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":[2.481707e-7,0.000001284876,0.00005871167,0.000007784406,0.0000121379,0.00000486936,0.001010738,4.808892e-8,8.509532e-8,0.0005510537,0.9980789,0.0002740686],"study_design_scores_gemma":[0.00004836944,0.000001968487,0.000003560465,0.000006043161,0.000006818702,6.994554e-8,0.000565042,7.542842e-8,0.000001001465,0.00005468745,0.9992278,0.00008459106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002957103,0.00008520202,0.000004397741,0.002157048,0.0001980548,0.0001370273,0.000008567934,0.00009134079,0.9972888],"genre_scores_gemma":[0.0007563267,0.00001980271,0.00003986252,0.0003442972,0.0001789506,0.000002731257,0.00001520002,0.00006903285,0.9985738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007194115,"threshold_uncertainty_score":0.9936603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233922550125231,"score_gpt":0.2312168908564835,"score_spread":0.2188776653552312,"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."}}