{"id":"W1965194062","doi":"10.1002/aqc.554","title":"Marine fish diversity on the Scotian Shelf, Canada","year":2003,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Species richness; Geography; Dominance (genetics); Bay; Range (aeronautics); Fishery; Biodiversity; Marine protected area; Marine conservation; Species diversity; Ecology; Species distribution; Oceanography; Habitat; Biology; Geology","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":[0.0002393528,0.0002320788,0.000169142,0.001879836,0.001075769,0.0006226579,0.0003425512,0.0001185041,0.002552109],"category_scores_gemma":[0.0006756613,0.0001691175,0.0001948943,0.003113463,0.0003715021,0.0001966381,0.0003969326,0.0001805145,0.0003331177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007846707,"about_ca_system_score_gemma":0.008744507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887487,"about_ca_topic_score_gemma":0.9961457,"domain_scores_codex":[0.9997621,0.00001614102,0.00001923512,0.00005132874,0.00008931603,0.000061962],"domain_scores_gemma":[0.9986669,0.00005126801,0.0002269787,0.00002990596,0.0007409834,0.000283996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004430363,0.000008035324,0.990599,0.00006289186,0.00003835644,0.0001077827,0.0003123031,0.0001794472,0.0005406645,0.00009653988,0.001706638,0.006304113],"study_design_scores_gemma":[0.000002208185,0.000004955414,0.9988305,0.00001514653,0.000004196886,0.00002487566,0.000246871,0.00008845788,0.00003273241,0.000009019717,0.0007389495,0.000002041916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980097,0.001033597,0.00007636839,0.0001635484,0.00001656607,0.00002775045,0.01458031,0.00001727199,0.003987549],"genre_scores_gemma":[0.9932495,0.0005845182,0.0002106048,0.00004193667,0.000004194609,0.0000135091,0.003231329,0.000003679373,0.002660802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125133,"threshold_uncertainty_score":0.05693215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169739488237614,"score_gpt":0.1887939060622462,"score_spread":0.1718199572384848,"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."}}