{"id":"W4308002162","doi":"10.1002/hyp.14753","title":"Assessing stream temperature response and recovery for different harvesting systems in northern hardwood forests using 40 years of spot measurements","year":2022,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Natural Resources Canada; University of British Columbia; Canadian Forest Service","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Hydrology (agriculture); Canopy; Watershed; Surface runoff; STREAMS; Water quality; Habitat; Forest management; Ecology; Agroforestry; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000942294,0.0001909197,0.0003456919,0.00007833454,0.0002778811,0.00005149986,0.0002303002,0.0001177326,0.00008093275],"category_scores_gemma":[0.0004604824,0.0001679188,0.00004232123,0.0003267943,0.0001788646,0.0003720805,0.0001354923,0.0002471738,9.711629e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159107,"about_ca_system_score_gemma":0.00005938057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116775,"about_ca_topic_score_gemma":0.0006305999,"domain_scores_codex":[0.998165,0.0002217834,0.0004022957,0.0004818588,0.0003784368,0.0003506651],"domain_scores_gemma":[0.9991673,0.0004085714,0.0001973291,0.0001308957,0.00002319646,0.00007271967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001570491,0.0003901614,0.8074903,0.0002855941,0.000025947,0.00003521084,0.0003330519,0.1397456,0.04885296,0.000002146561,0.000007845214,0.001260644],"study_design_scores_gemma":[0.002687095,0.001951086,0.9730135,0.0002358831,0.0001318416,0.00009274863,0.0006643321,0.00897749,0.009654511,0.001235911,0.000601778,0.00075382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984225,0.0007043977,0.0001529566,0.00006660103,0.00008175086,0.0004584162,0.0000236269,0.00003471943,0.00005501175],"genre_scores_gemma":[0.9995051,0.00001350935,0.0001971438,0.00007666032,0.00001771269,0.0001238503,0.00001843448,0.00001746323,0.00003013368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655232,"threshold_uncertainty_score":0.6847532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016777225072036,"score_gpt":0.2667268135489812,"score_spread":0.2165590412982608,"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."}}