{"id":"W1982518990","doi":"10.1016/j.jtbi.2015.01.007","title":"The effect of bottom roughness on scalar transport in aquatic ecosystems: Implications for reproduction and recruitment in the benthos","year":2015,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Benthos; Reproduction; Ecosystem; Ecology; Scalar (mathematics); Environmental science; Top-down and bottom-up design; Biology; Oceanography; Benthic zone; Geology; Mathematics; Computer science; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007808186,0.0003217029,0.0003919784,0.0005920643,0.0005467719,0.001392047,0.000419877,0.001162064,0.002469949],"category_scores_gemma":[0.005066314,0.0003585927,0.00077991,0.0003463921,0.001146784,0.0009521963,0.001053272,0.0006772401,0.0002405002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989968,"about_ca_system_score_gemma":0.0004265125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008048039,"about_ca_topic_score_gemma":0.007590365,"domain_scores_codex":[0.9995854,0.0001762152,0.00002841307,0.0000598237,0.00004728019,0.0001028518],"domain_scores_gemma":[0.9958556,0.002750949,0.0003342638,0.0003035617,0.0003014283,0.000454136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002676212,0.0008396182,0.8208513,0.0003506919,0.0007391368,0.001128451,0.0007071696,0.04969638,0.08625305,0.002456073,0.0007653853,0.03353652],"study_design_scores_gemma":[0.0000297496,0.0003634694,0.9771502,0.00001013174,0.0001134484,0.00010853,0.0003199445,0.02001951,0.0008826666,0.0008635708,0.0001058963,0.00003277797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987401,0.0001139466,0.0003937221,0.000099666,0.000009659061,0.000003052887,0.00005123746,0.000006265802,0.0005824735],"genre_scores_gemma":[0.9997337,0.00004210149,0.00007629043,0.00001341214,0.000005587889,0.000001300277,0.00001516082,0.00000300846,0.0001094336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008048039,"threshold_uncertainty_score":0.01600236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495749143382351,"score_gpt":0.2995664333583687,"score_spread":0.2746089419245452,"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."}}