{"id":"W2328593598","doi":"10.5558/tfc2016-012","title":"Southern Rockies Watershed Project","year":2016,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Watershed; Biogeochemistry; Disturbance (geology); Drainage basin; Hydrology (agriculture); Environmental science; Resource (disambiguation); Structural basin; Ecology; Geography; Geology; Geomorphology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002629688,0.0001171518,0.00009216051,0.000009447911,0.0001390614,0.00002400125,0.0004052331,0.00004353316,0.001123484],"category_scores_gemma":[0.00002885867,0.00005118858,0.00005127087,0.0000963785,0.0001895937,0.0001517252,0.000195479,0.0000591324,0.007979516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085876,"about_ca_system_score_gemma":0.00001499098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443879,"about_ca_topic_score_gemma":0.0005005464,"domain_scores_codex":[0.9990286,0.00007601215,0.00012515,0.0002095177,0.0002136049,0.0003471102],"domain_scores_gemma":[0.9993868,0.00007426815,0.00005089224,0.0004447335,0.000002755769,0.00004054631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002589999,0.0002928298,0.4343958,0.00009389008,0.0001307074,0.00005025581,0.008731412,0.0003922342,0.297507,0.0005717194,0.1192312,0.1383441],"study_design_scores_gemma":[0.008371578,0.001535103,0.2924136,0.0004222337,0.0001285207,0.0003091086,0.002000999,0.0160106,0.2702799,0.01185148,0.394136,0.002540985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926494,0.00003897426,0.0001082259,0.0008816865,0.0001060704,0.0003142105,0.00001084116,0.000109476,0.005781126],"genre_scores_gemma":[0.9956484,0.000003397185,0.00003032616,0.00009000133,0.00009282892,0.00004162164,0.000001015773,0.00002087459,0.004071514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2749048,"threshold_uncertainty_score":0.9997896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009418259862239719,"score_gpt":0.213259984848378,"score_spread":0.2038417249861383,"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."}}