{"id":"W7090819122","doi":"10.5281/zenodo.17352874","title":"Tetragonoderus (Tetragonoderus) fasciatus","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":"","funders":"","keywords":"Population; Natural (archaeology); Indigenous; Identification (biology)","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":[0.00008124003,0.0003246422,0.0001485079,0.0008264569,0.0006802291,0.0001368786,0.0002224775,0.0002593384,0.01084345],"category_scores_gemma":[0.000207314,0.0001105075,0.0001685187,0.000483876,0.0003397444,0.0003067702,0.0005746178,0.0001883305,0.003758178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004163421,"about_ca_system_score_gemma":0.0002004283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004656,"about_ca_topic_score_gemma":0.02600891,"domain_scores_codex":[0.9999032,0.00001029832,0.00001018323,0.00002979833,0.00002709683,0.00001952601],"domain_scores_gemma":[0.9998975,0.000009979648,0.00004628408,0.000009561376,0.00002153005,0.00001512834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007342873,0.00009455381,0.1812465,0.0007823839,0.00008997762,0.00127721,0.002287233,0.0008517103,0.08323122,0.003154957,0.02297553,0.7032745],"study_design_scores_gemma":[0.00004402793,0.0002969997,0.7634128,0.0002500929,0.000061532,0.003576179,0.0008175231,0.0003373375,0.003040688,0.0007781679,0.227361,0.00002360157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6915848,0.00537923,0.00628526,0.0005321158,0.0003397583,0.0003336943,0.007498552,0.0006940502,0.2873525],"genre_scores_gemma":[0.9689846,0.001111528,0.003142012,0.0001926392,0.00003683382,0.0001322201,0.00208241,0.00003535962,0.02428245],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01084345,"threshold_uncertainty_score":0.03627497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141909576639022,"score_gpt":0.2292446414697235,"score_spread":0.2150536838058213,"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."}}