{"id":"W7096381467","doi":"","title":"POST-FIRE DYNAMICS OF A GRAVEL BED STREAM: FISHTRAP","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Channel (broadcasting); Hydrology (agriculture); Disturbance (geology); Vegetation (pathology); Sediment; Current (fluid)","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":[0.0002129359,0.0001449098,0.0002021703,0.0004819783,0.0007084126,0.0006031457,0.0003399554,0.0003491697,0.001164259],"category_scores_gemma":[0.000822154,0.0001314042,0.0001052568,0.0004237522,0.0004208337,0.000327693,0.0004577937,0.0003105945,0.0001786438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009911333,"about_ca_system_score_gemma":0.0005614673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0377509,"about_ca_topic_score_gemma":0.1177732,"domain_scores_codex":[0.9998851,0.000008747969,0.000005644661,0.00003161726,0.00003324126,0.00003572517],"domain_scores_gemma":[0.9994568,0.00005211655,0.000158515,0.00001999519,0.0001059503,0.0002066538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152237,0.00009253317,0.9893752,0.000007273793,0.00002012208,0.0005427864,0.0005834422,0.0004103901,0.003525645,0.00005007878,0.0002385521,0.005001673],"study_design_scores_gemma":[0.000003441285,0.00007844813,0.9982864,0.000002553133,0.000003094784,0.00009859785,0.0003959528,0.0007918799,0.0001844457,0.00001615959,0.0001359684,0.000002943552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997649,0.000004631117,0.00002325341,0.00000904289,5.862539e-7,0.000003135399,0.0000412158,0.000002563902,0.0001506446],"genre_scores_gemma":[0.9995002,0.00001232535,0.0000810556,0.00001006121,0.000001469932,0.000004168222,0.0001121347,0.000001259722,0.0002775536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0377509,"threshold_uncertainty_score":0.07506233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005948970459468593,"score_gpt":0.2151956377494876,"score_spread":0.209246667290019,"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."}}