{"id":"W2274979785","doi":"","title":"Interactions between fish communities and shellfish aquaculture in Baynes Sound, British Columbia","year":2015,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Sound (geography); Aquaculture; Shellfish; Fish <Actinopterygii>; Geography; Oceanography; Biology; Aquatic animal; Geology","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":[0.0005664942,0.0001158523,0.0003417438,0.0001604033,0.0008854304,0.0003430327,0.0002571149,0.0002811216,0.0005823859],"category_scores_gemma":[0.00007390685,0.0001744241,0.00003945456,0.0002197071,0.0002638397,0.0002709034,0.00006751154,0.001481969,0.000007642337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001685989,"about_ca_system_score_gemma":0.0001217358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6230744,"about_ca_topic_score_gemma":0.9570193,"domain_scores_codex":[0.9983836,0.0005552198,0.0001589837,0.0002682638,0.0003420546,0.0002918647],"domain_scores_gemma":[0.9987655,0.0005189367,0.0001228402,0.0001217397,0.0002918069,0.0001791486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126363,0.00001965963,0.9660084,0.0001678117,0.00005523431,0.0000952088,0.004256787,0.000006315709,0.00001970942,0.000001166687,0.004757947,0.0244854],"study_design_scores_gemma":[0.0003615489,0.0004619363,0.8331227,0.0002370648,0.00002456658,0.00004377809,0.06684658,0.0001144046,0.000001367081,0.0004049742,0.09817383,0.0002072729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510234,0.0004530326,5.736841e-7,0.00002605546,0.0002411036,0.0001389499,0.0001038752,0.00002140096,0.04799159],"genre_scores_gemma":[0.913144,0.0006812636,0.00002689623,0.000003501518,0.0001501116,2.344129e-7,0.002741567,0.000004906495,0.08324753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.333945,"threshold_uncertainty_score":0.7112806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825047718146291,"score_gpt":0.256163045641877,"score_spread":0.2279125684604141,"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."}}