{"id":"W2064537964","doi":"10.1016/j.aquaculture.2014.06.027","title":"Community composition of the intertidal in relation to the shellfish aquaculture industry in coastal British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Aquaculture","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intertidal zone; Fishery; Biology; Ecology; Aquaculture; Sound (geography); Estuary; Shellfish; Predation; Oceanography; Aquatic animal; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006178041,0.00006270818,0.0001307845,0.00001440715,0.000259661,0.00004248275,0.0004063132,0.0003411588,0.000485068],"category_scores_gemma":[0.000156811,0.00004803348,0.00002481077,0.000301879,0.0001033082,0.00006689184,0.00006148888,0.001733293,0.000008048025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605764,"about_ca_system_score_gemma":0.00008851097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9764572,"about_ca_topic_score_gemma":0.9999317,"domain_scores_codex":[0.9985768,0.0007640807,0.0001928251,0.0001167325,0.0001429575,0.0002066569],"domain_scores_gemma":[0.9995441,0.0001455413,0.00005325081,0.00017118,0.00003788289,0.00004798069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001871496,0.00001896033,0.9825185,0.000006902557,0.000004697564,0.000002488419,0.0004302744,0.0004612549,0.00002405413,0.000004483768,0.01496388,0.001545793],"study_design_scores_gemma":[0.0002040805,0.00005610599,0.9929227,0.00003630074,0.000002563804,0.00001666758,0.0007175196,0.0004408916,0.00001294479,0.0001041997,0.00542364,0.00006235491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940155,0.00001967674,9.355604e-7,0.002611908,0.0001368801,0.0002245542,0.00007503249,0.000004351637,0.002911226],"genre_scores_gemma":[0.9974092,0.000002498895,0.00000823703,0.001243052,0.00003236003,0.000002916759,0.0001916271,0.000001411857,0.001108752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02347446,"threshold_uncertainty_score":0.7530394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043204182499025,"score_gpt":0.2087811008251673,"score_spread":0.1983490590001771,"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."}}