{"id":"W6892924565","doi":"10.5281/zenodo.12720185","title":"Sigmops bathyphilus","year":2022,"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":"","funders":"","keywords":"Seamount; Indian ocean; Line drawings; Pacific ocean; Line (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001187745,0.0005218979,0.0001878205,0.001180392,0.001260303,0.0003332232,0.0002793568,0.000352105,0.00907171],"category_scores_gemma":[0.0003646647,0.0001718351,0.0001503311,0.0006885809,0.000496118,0.0005127552,0.001289335,0.0003627026,0.001854604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004495993,"about_ca_system_score_gemma":0.0004168983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008429418,"about_ca_topic_score_gemma":0.01632999,"domain_scores_codex":[0.9998398,0.00002062947,0.0000162288,0.00004462417,0.00004227846,0.00003640344],"domain_scores_gemma":[0.9998933,0.00001169823,0.00003640227,0.0000105316,0.00002318138,0.00002502616],"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":[0.0006740046,0.0001604458,0.2110422,0.002074412,0.0001065558,0.005916351,0.004932785,0.001415079,0.100129,0.003177264,0.01985416,0.6505177],"study_design_scores_gemma":[0.00005470428,0.0006830146,0.8374192,0.0009078376,0.0001412559,0.008491633,0.007174642,0.0007358617,0.004692753,0.001122446,0.1385293,0.00004735485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970503,0.006707449,0.002302771,0.0007289587,0.0005451622,0.0001937412,0.00140948,0.0002209933,0.09084115],"genre_scores_gemma":[0.9849892,0.00168763,0.001670388,0.0002426591,0.0000717494,0.00005850198,0.0006293849,0.000008158027,0.0106423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00907171,"threshold_uncertainty_score":0.03034788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825834071623999,"score_gpt":0.2129003104991306,"score_spread":0.1946419697828906,"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."}}