{"id":"W2996173220","doi":"10.14288/1.0378642","title":"Analysis of Pacific Herring (Clupea pallasii) Spawn Populations in False Creek","year":2019,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Clupea; Pacific herring; Spawn (biology); Herring; Fishery; Biology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003997575,0.0002299141,0.0001490947,0.001269062,0.0007471901,0.0005540554,0.0004532682,0.0002658698,0.001813566],"category_scores_gemma":[0.0007227613,0.0001881614,0.0001551385,0.0008365138,0.0003029549,0.0003166346,0.0003802024,0.0001986504,0.0003192961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036575,"about_ca_system_score_gemma":0.0005606544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1133758,"about_ca_topic_score_gemma":0.314024,"domain_scores_codex":[0.9997471,0.00002435637,0.00001808052,0.00009808027,0.00006145667,0.00005085602],"domain_scores_gemma":[0.9993597,0.00006896845,0.0002014431,0.00002481196,0.0001580174,0.0001870783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003619698,0.00002006659,0.9927081,0.00001040057,0.00001592147,0.0001261007,0.0003483368,0.0001099281,0.002038671,0.00002250994,0.0001324958,0.004431125],"study_design_scores_gemma":[5.87355e-7,0.00002870358,0.9991496,0.000004152424,0.00000409877,0.00007945686,0.0003716224,0.000120775,0.00008530453,0.000006008478,0.0001478045,0.000001819724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989324,0.00008801383,0.0001098425,0.00001159665,0.000002348542,0.000007580941,0.0003052674,0.000005937538,0.0005369083],"genre_scores_gemma":[0.9979158,0.00005430309,0.0005921283,0.00001891265,0.000002220367,0.00001045485,0.0006889628,0.000002373794,0.0007148141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8866242,"threshold_uncertainty_score":0.2254318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591082842897821,"score_gpt":0.2007545946149698,"score_spread":0.1848437661859916,"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."}}