{"id":"W2054983159","doi":"10.1139/f07-108","title":"Multiscale effects of flow regime and habitat and their interaction on fish assemblage structure in eastern Australia","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Griffith University","keywords":"Habitat; Riparian zone; Abundance (ecology); Biomass (ecology); Ecology; Relative species abundance; Environmental science; Geography; 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":[0.0003305612,0.0000720721,0.0001318234,0.00009072504,0.000136782,0.00003820123,0.000074091,0.00003176312,0.00004698509],"category_scores_gemma":[0.0001183396,0.00005117467,0.00001130832,0.0001090996,0.0006736614,0.0002750525,0.00002222389,0.00008043391,3.975851e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000261364,"about_ca_system_score_gemma":0.00001112415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907395,"about_ca_topic_score_gemma":0.3226886,"domain_scores_codex":[0.9994839,0.00002597376,0.0001538888,0.0001067853,0.00007315766,0.0001562381],"domain_scores_gemma":[0.999577,0.0001716246,0.0001022247,0.0000335314,0.000003410119,0.0001122226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001094803,0.000006045599,0.9859184,0.00002047065,0.000008180037,0.00002680948,0.002080515,0.00001905838,0.0001797321,0.00001684227,0.001741402,0.009971597],"study_design_scores_gemma":[0.000208661,0.0003578305,0.9952314,0.00007659893,0.000006755937,0.00002039596,0.002013453,0.0004214062,0.0003153808,0.0006398157,0.000647679,0.00006062867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978381,0.00004642617,0.0000332838,0.00125152,0.0001736226,0.00006741456,0.00000120647,7.213853e-7,0.0005876599],"genre_scores_gemma":[0.9993065,0.00003169275,0.0002914578,0.0002474769,0.0000118675,3.69216e-7,1.362922e-7,0.000001602288,0.0001089229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3207812,"threshold_uncertainty_score":0.6896706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336438917482857,"score_gpt":0.2285412004837162,"score_spread":0.2151768113088876,"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."}}