{"id":"W7133279051","doi":"","title":"Water quantity in Canadian rivers","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0005673741,0.0002942561,0.0003236299,0.003996313,0.002634972,0.0018897,0.0008722466,0.0004162472,0.0154122],"category_scores_gemma":[0.002303476,0.0002944556,0.0006796819,0.01044018,0.0005604129,0.0007221609,0.0009235281,0.0005119728,0.001471146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05171197,"about_ca_system_score_gemma":0.05411285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980429,"about_ca_topic_score_gemma":0.9992012,"domain_scores_codex":[0.9987331,0.00004903997,0.00005910427,0.0001572762,0.0008136532,0.0001878323],"domain_scores_gemma":[0.9982638,0.00006302854,0.00008168612,0.00004147084,0.001391876,0.0001583163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003781148,0.0001111657,0.4802032,0.0009479986,0.0002184512,0.0003138352,0.002949487,0.008367443,0.001841576,0.03485207,0.3038341,0.1659826],"study_design_scores_gemma":[0.00001255117,0.0000199328,0.8389831,0.0001286643,0.00006204908,0.00005707741,0.001649918,0.001797502,0.0006623054,0.001118584,0.1554537,0.00005457554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3465768,0.008155315,0.001654604,0.009445244,0.0004418944,0.0002106288,0.2118459,0.0005308303,0.4211388],"genre_scores_gemma":[0.7435511,0.005036287,0.002491667,0.0006249988,0.0000666694,0.00006775418,0.03157003,0.0001549338,0.2164366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05171197,"threshold_uncertainty_score":0.3751984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008887787746417358,"score_gpt":0.2280537668963244,"score_spread":0.219165979149907,"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."}}