{"id":"W4310902528","doi":"10.26028/cybium/2022-464-005","title":"Checklist of fishes from the Saint Pierre and Miquelon archipelago","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Archipelago; SAINT; Checklist; Geography; Fishery; Ecology; Archaeology; Biology; History; Art history; Paleontology","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":[0.0004933611,0.0005212436,0.0002503834,0.007158138,0.001020493,0.0003890356,0.000581788,0.0002420073,0.01383368],"category_scores_gemma":[0.0005703777,0.0002553877,0.0001591415,0.005128702,0.0004135719,0.0003391435,0.0008171978,0.0002772498,0.002787933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610056,"about_ca_system_score_gemma":0.002069782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1780612,"about_ca_topic_score_gemma":0.2771045,"domain_scores_codex":[0.9997942,0.00003081402,0.00002771962,0.0000373271,0.00007812489,0.00003184933],"domain_scores_gemma":[0.9996639,0.00003776192,0.00005151632,0.00002686328,0.0001577244,0.00006220232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005323491,0.00008342625,0.3241312,0.003546289,0.0002724942,0.001629387,0.01264021,0.001230243,0.01842664,0.006804347,0.4003417,0.2303618],"study_design_scores_gemma":[0.000008347987,0.00003121937,0.6681357,0.0001566227,0.00001445522,0.0004892137,0.0009636207,0.00004995478,0.0001550966,0.0001420001,0.3298372,0.00001659762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6172636,0.02224602,0.002565592,0.002269939,0.0003723949,0.001109673,0.2217296,0.001077787,0.1313655],"genre_scores_gemma":[0.5592644,0.03001741,0.03729168,0.001023988,0.0003691129,0.00377019,0.2386576,0.0004488855,0.1291568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8219388,"threshold_uncertainty_score":0.3540495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395660678488012,"score_gpt":0.2248303320751144,"score_spread":0.2108737252902343,"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."}}