{"id":"W7036180152","doi":"","title":"Bio-morphodynamics of the Choked Passage seagrass meadow on Calvert Island, British Columbia, Canada","year":2022,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seagrass; Sediment; Erosion; Bathymetry; Echo sounding; Transect; Storm; Bay; Seafloor spreading","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":[0.0001006957,0.0002562721,0.0002530948,0.0009394389,0.002097355,0.001120092,0.0005604335,0.0002682065,0.002248633],"category_scores_gemma":[0.0004623248,0.0002045916,0.000143442,0.001934772,0.0005153453,0.0002171261,0.0004033762,0.0002856157,0.0003035293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01283977,"about_ca_system_score_gemma":0.009358671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929209,"about_ca_topic_score_gemma":0.9986705,"domain_scores_codex":[0.999819,0.00000943396,0.000007545614,0.00004381043,0.00005783523,0.00006250241],"domain_scores_gemma":[0.9993885,0.00003120343,0.00005180675,0.00001544343,0.0003655771,0.0001474829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007836573,0.00005531503,0.974754,0.0000507963,0.00004697706,0.0003326799,0.001621931,0.0006364018,0.003149073,0.000123618,0.003625002,0.01552591],"study_design_scores_gemma":[0.000001693846,0.000005052555,0.9974639,0.0000113495,0.000004627032,0.00002346261,0.00122439,0.0002706629,0.00005304107,0.000008766776,0.0009285383,0.00000454191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934355,0.0002302015,0.00008705291,0.000121268,0.000008167331,0.00002285322,0.002412042,0.00001280783,0.00367021],"genre_scores_gemma":[0.9953104,0.0001907366,0.000195845,0.00005571142,0.000001910916,0.00001202295,0.001029488,0.000006264243,0.003197751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283977,"threshold_uncertainty_score":0.09315944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00922085570873777,"score_gpt":0.2205253642938415,"score_spread":0.2113045085851037,"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."}}