{"id":"W3000151796","doi":"10.13057/biodiv/d210203","title":"Osteocranium of Tor tambroides (Cypriniformes: Cyprinidae) from Tangse River, Aceh, Indonesia","year":2020,"lang":"en","type":"article","venue":"Biodiversitas Journal of Biological Diversity","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Neurocranium; Cypriniformes; Anatomy; Skull; Cyprinidae; Condyle; Osteology; Biology; Fish <Actinopterygii>; Fishery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002546631,0.0002213267,0.0006183159,0.00002422644,0.0005716149,0.00001610519,0.0008242797,0.0003537323,0.0009661361],"category_scores_gemma":[0.0002316802,0.00009215845,0.0003862065,0.0002619759,0.0008192447,0.0002155319,0.001295262,0.000301242,0.00008904979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003771255,"about_ca_system_score_gemma":0.0000157636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587257,"about_ca_topic_score_gemma":0.00002354623,"domain_scores_codex":[0.9985561,0.000187015,0.0004169426,0.0003046127,0.0002259153,0.0003093816],"domain_scores_gemma":[0.9984453,0.0004461576,0.0005628737,0.00005217547,0.0002508038,0.0002426586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001021591,0.0001477702,0.9498792,0.000005556253,0.0002629519,0.00007993569,0.0005072298,0.000001373789,0.04037123,0.00002758819,0.005944669,0.001750949],"study_design_scores_gemma":[0.0007174994,0.002114281,0.9871474,0.00001222447,0.0001139634,0.000007346513,0.002507483,0.000001471777,0.003520002,0.0001969104,0.003461509,0.0001999215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951013,0.0006536262,0.000006422448,0.003041374,0.0002661108,0.0001165313,0.0005849428,0.00002878107,0.0002009194],"genre_scores_gemma":[0.9978606,0.0006399567,0.0002435799,0.0009830201,0.0002317053,3.070047e-7,0.00003498293,5.087668e-7,0.00000530863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03726823,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06111189551115242,"score_gpt":0.1970275892452932,"score_spread":0.1359156937341408,"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."}}