{"id":"W2138896989","doi":"10.1002/rra.1343","title":"Geomorphic comparison of two Atlantic coastal rivers: Toward an understanding of physical controls on Atlantic salmon habitat","year":2010,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; Boston College; National Science Foundation","keywords":"STREAMS; Hydrology (agriculture); Channel (broadcasting); Sediment; Habitat; Drainage; Current (fluid); Geology; Streamflow; Grain size; Substrate (aquarium); River morphology; Digital elevation model; Sediment transport; Environmental science; Geomorphology; Oceanography; Drainage basin; Ecology; Geography; Remote sensing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002532036,0.00008117044,0.0001837516,0.00006027665,0.0001960022,0.00001065398,0.0002040273,0.00004850619,0.0001381071],"category_scores_gemma":[0.00001164664,0.00006995638,0.00002870669,0.000208452,0.001541461,0.0001214419,0.00005290697,0.0003043289,0.000041468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000165992,"about_ca_system_score_gemma":0.00001660589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006304876,"about_ca_topic_score_gemma":0.001434336,"domain_scores_codex":[0.9989833,0.00004460366,0.000149833,0.0002432728,0.0003484486,0.0002305917],"domain_scores_gemma":[0.9993593,0.0002448251,0.0000544401,0.000191217,0.00002371729,0.0001265481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131646,0.001088725,0.8025516,0.00005569096,0.00002539345,0.000002344379,0.001199026,0.0003161358,0.1460065,0.04779939,0.00008727994,0.0007363357],"study_design_scores_gemma":[0.007082519,0.006485749,0.6406388,0.0001514424,0.0001958586,0.00001796106,0.002736208,0.03516291,0.08703144,0.2142486,0.00532141,0.0009271358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958541,0.000007497444,0.002414076,0.0001889812,0.000006623716,0.0003653141,0.00002325979,0.0000128612,0.001127318],"genre_scores_gemma":[0.9996951,0.0000128265,0.0001550124,0.000009496776,0.00002727912,0.00003813923,0.00004198923,0.000006023321,0.00001410512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1664492,"threshold_uncertainty_score":0.5679577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07562106849352537,"score_gpt":0.3590464658554844,"score_spread":0.283425397361959,"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."}}