{"id":"W4233934861","doi":"10.4296/cwrj3001_editornote","title":"Guest Editor's Note","year":2005,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006642139,0.001367558,0.002813474,0.002080344,0.00810364,0.007834889,0.005138641,0.0439573,0.02590193],"category_scores_gemma":[0.06696076,0.001200412,0.002257695,0.001799454,0.003354938,0.003307238,0.002955894,0.04730029,0.01239534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00867064,"about_ca_system_score_gemma":0.01533016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04287023,"about_ca_topic_score_gemma":0.09397848,"domain_scores_codex":[0.9923353,0.0007196538,0.0007238326,0.001326536,0.003439018,0.001455663],"domain_scores_gemma":[0.9689215,0.00985958,0.001928862,0.001212162,0.01352187,0.004555992],"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":[0.000009312659,0.000003682008,0.00003747598,0.00002663486,0.000005058485,0.00033006,0.00005687589,0.000007079544,0.00002768486,0.0004802475,0.9976056,0.00141035],"study_design_scores_gemma":[0.00002802901,0.00001009264,0.0004087504,0.0002027336,0.00002813847,0.0003963771,0.0003688846,0.00007903151,0.000121025,0.0007790035,0.9975441,0.00003379125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002634244,0.001820211,0.00008409587,0.5165348,0.473933,0.00004168204,0.00007922378,0.00005648078,0.007187153],"genre_scores_gemma":[0.003399174,0.001495665,0.0002463523,0.7048014,0.2340476,0.0001056853,0.00003531062,0.00007676725,0.05579208],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9740981,"threshold_uncertainty_score":0.08665061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085851911306893,"score_gpt":0.2225105936262899,"score_spread":0.211652074513221,"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."}}