{"id":"W2106393245","doi":"10.1139/cjfas-57-s2-30","title":"Stream temperature responses to forest harvest and debris flows in western Cascades, Oregon","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":265,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Environmental science; Hydrology (agriculture); Forestry; Riparian forest; Drainage basin; Ecology; Geography; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003913899,0.00008765439,0.0001446929,0.0001028362,0.0003395378,0.0001432812,0.0001612805,0.00003601017,0.0005203764],"category_scores_gemma":[0.0001195168,0.00006668296,0.00001353443,0.0002519165,0.0005771967,0.0004041438,0.0000247531,0.00008213532,0.000009061494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003998812,"about_ca_system_score_gemma":0.00006515991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009820057,"about_ca_topic_score_gemma":0.769942,"domain_scores_codex":[0.9992753,0.00004162702,0.0001781439,0.000150917,0.0001108885,0.0002430754],"domain_scores_gemma":[0.9995807,0.00007493696,0.00004277728,0.00005209831,0.000003361285,0.0002461361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001282442,0.00000461494,0.984219,0.000002835784,0.000004207282,0.00006323412,0.0012254,0.00006335006,0.000009727162,0.00001155598,0.007833307,0.006550008],"study_design_scores_gemma":[0.0001383617,0.000275226,0.9714607,0.00003547475,0.000007142471,0.00005492764,0.001003356,0.00007083244,0.000006880701,0.0002722504,0.02658519,0.00008968346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891791,0.0001632822,0.00000153447,0.008580351,0.00006556108,0.0000815789,0.000002371055,0.000001698508,0.001924568],"genre_scores_gemma":[0.99633,0.0001603422,0.000399291,0.001373534,0.00001941979,0.000002611205,2.008419e-7,0.00000281396,0.001711788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7601219,"threshold_uncertainty_score":0.9967737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089347355802226,"score_gpt":0.2103922801487292,"score_spread":0.1994988065907069,"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."}}