{"id":"W4393516864","doi":"10.5281/zenodo.7755814","title":"Pelagic Fish at the Barents Sea Polar Front in May 2022","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Pelagic zone; Polar front; Oceanography; Fish <Actinopterygii>; Polar; Geology; Front (military); Fishery; Biology; Physics","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":[0.0001763817,0.0004557527,0.0002474545,0.001149646,0.0004963739,0.0008799332,0.0003304317,0.0003196893,0.0041638],"category_scores_gemma":[0.0002450195,0.0001865416,0.0002264855,0.001239045,0.0001765888,0.0002980349,0.0005802159,0.0002881764,0.002086367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009875792,"about_ca_system_score_gemma":0.0007924443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1898649,"about_ca_topic_score_gemma":0.4130097,"domain_scores_codex":[0.9998344,0.000006982787,0.00001065567,0.0000468729,0.00005106269,0.00005003456],"domain_scores_gemma":[0.9997492,0.000008853362,0.00007296025,0.00001379727,0.00008041073,0.00007473022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006439434,0.0001579301,0.9249086,0.0002080447,0.0001409542,0.001679973,0.001217605,0.000656679,0.002418363,0.0003029074,0.04615477,0.02151033],"study_design_scores_gemma":[0.00001314735,0.00002264499,0.9881604,0.0000269352,0.0000105364,0.00006329757,0.0005735311,0.0002014282,0.0001137858,0.00003022866,0.01077799,0.000006010583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8908983,0.0003822284,0.0002003909,0.0001507061,0.00009982735,0.00005901463,0.09662762,0.00004507633,0.01153678],"genre_scores_gemma":[0.801192,0.0003736066,0.0008928268,0.0001929123,0.0001119833,0.00018535,0.1775113,0.00004338029,0.01949678],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1898649,"threshold_uncertainty_score":0.3775196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209329215951268,"score_gpt":0.243412374350018,"score_spread":0.1913190821905053,"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."}}