{"id":"W6912088964","doi":"10.5281/zenodo.15848857","title":"Regalecus russellii","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Dorsal fin; Dorsum; Nostril; Fish fin; Crest; Head (geology)","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":[0.000151458,0.0006834196,0.0004707728,0.001468544,0.001041811,0.0003670051,0.00063985,0.0004068592,0.01301811],"category_scores_gemma":[0.000414127,0.0001916616,0.0001950657,0.0005288021,0.0003772369,0.0004414892,0.0004771584,0.0002956418,0.006705102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323018,"about_ca_system_score_gemma":0.0002006067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005366675,"about_ca_topic_score_gemma":0.01360402,"domain_scores_codex":[0.9998534,0.0000164932,0.000009418652,0.00006504865,0.00003675446,0.00001887997],"domain_scores_gemma":[0.9998728,0.00001771243,0.00003667978,0.00002029834,0.00003872657,0.00001367891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00178627,0.0004041723,0.06041724,0.003002196,0.000129945,0.007327953,0.004826501,0.001473181,0.08476096,0.00666383,0.05755607,0.7716516],"study_design_scores_gemma":[0.0001526347,0.001075115,0.2847978,0.0008135661,0.0001896243,0.02720904,0.002983941,0.001721636,0.009144021,0.00300552,0.6687604,0.0001466657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.595812,0.01522846,0.006740664,0.000482353,0.0006752976,0.0004024974,0.003368982,0.003436339,0.3738533],"genre_scores_gemma":[0.929885,0.002442329,0.009067447,0.0005517251,0.0001913437,0.0001424737,0.003488382,0.0001372429,0.05409399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301811,"threshold_uncertainty_score":0.0435499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367336266864019,"score_gpt":0.2272785997139675,"score_spread":0.2136052370453273,"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."}}