{"id":"W6976899824","doi":"10.60825/0hzg-nm96","title":"Survey of Northern Abalone in British Columbia’s PFMAs 3 and 4, May 2021","year":2025,"lang":"en","type":"report","venue":"Fisheries and Oceans Canada / Pêches et Océans Canada - Publications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Abalone; Quadrat; Juvenile; Habitat; Endangered species","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001927449,0.0002639382,0.0001692546,0.001191864,0.001930489,0.0005784685,0.0006242087,0.0002748679,0.003848338],"category_scores_gemma":[0.0004665664,0.0002388405,0.0001251284,0.00104094,0.0002369708,0.0001956458,0.0004110903,0.0003892219,0.0007046461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007851004,"about_ca_system_score_gemma":0.007083864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.960076,"about_ca_topic_score_gemma":0.9941198,"domain_scores_codex":[0.9997725,0.00001151615,0.000007916512,0.0000363793,0.0001083784,0.00006342817],"domain_scores_gemma":[0.9992816,0.00001898024,0.00007471948,0.00001413786,0.0004202612,0.0001904121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007575627,0.000124011,0.9254171,0.0001281201,0.00004451235,0.000990696,0.002706489,0.0002200337,0.003644529,0.0001351841,0.02978022,0.03673333],"study_design_scores_gemma":[0.00000121949,0.00001250239,0.9888664,0.00003347003,0.000003831626,0.00006523993,0.001113403,0.00008725407,0.00009131033,0.000006889136,0.009714105,0.00000449317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.96092,0.0005914398,0.00028804,0.0005597215,0.00002829308,0.0002429494,0.01254631,0.00008608276,0.0247371],"genre_scores_gemma":[0.9158727,0.001437406,0.002316278,0.001279064,0.00001808458,0.0004888295,0.01513388,0.00003096013,0.06342286],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03992403,"threshold_uncertainty_score":0.08031821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475821460563922,"score_gpt":0.2344012901468974,"score_spread":0.2096430755412582,"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."}}