{"id":"W6925467072","doi":"10.17882/102675","title":"ISIS-Fish Database: Life History and Spatial Distribution of Sole, Megrim, Anglerfish, Thornback ray, and Cuckoo ray Populations in the Bay of Biscay","year":2025,"lang":"en","type":"dataset","venue":"SEANOE","topic":"Social and Demographic Issues in Germany","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bay; Demersal zone; Cuckoo; Population; Context (archaeology); Demersal fish; Abundance (ecology)","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":[0.0009025271,0.0009426205,0.0009469854,0.006005118,0.0003101871,0.0008723335,0.001759297,0.0007632014,0.01870542],"category_scores_gemma":[0.002333053,0.0003859755,0.0009209509,0.00547967,0.0002295912,0.0007662227,0.001167412,0.0003986506,0.01082036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110771,"about_ca_system_score_gemma":0.002253478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06110556,"about_ca_topic_score_gemma":0.05362288,"domain_scores_codex":[0.9996009,0.00002836973,0.00009792557,0.0001046586,0.0001237044,0.00004439502],"domain_scores_gemma":[0.9984124,0.0002668836,0.0002612027,0.0002459993,0.0005432693,0.000270174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001043174,0.0003614962,0.168496,0.005112637,0.000416402,0.0007171592,0.0007596225,0.01777543,0.004842176,0.003371239,0.6895486,0.107556],"study_design_scores_gemma":[0.0003530137,0.0002207986,0.2674907,0.0009214816,0.0003020265,0.000646795,0.0007041447,0.01877241,0.003388062,0.002703486,0.7042767,0.0002204037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01458544,0.0002294368,0.001953124,0.0000457901,0.00002408587,0.00006731576,0.9785256,0.002041014,0.002528162],"genre_scores_gemma":[0.01623659,0.0002589217,0.004019275,0.00003553561,0.0000106623,0.0002042705,0.9778873,0.0002065643,0.001140803],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06110556,"threshold_uncertainty_score":0.1214998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06747476782777916,"score_gpt":0.3850459424350732,"score_spread":0.317571174607294,"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."}}