{"id":"W6931581902","doi":"10.5281/zenodo.8309413","title":"FIGURE 7 in Callogobius williamsi, a new species of goby (Teleostei: Gobiidae) from the Marquesas Islands, with notes on the status of all nominal Callogobius species","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Algoma University","funders":"","keywords":"Goby; Taxonomy (biology); Scale (ratio); Fish <Actinopterygii>; Key (lock)","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":[0.0000660352,0.0003705771,0.000148054,0.001943748,0.0008381016,0.0003036003,0.0003435634,0.0006592479,0.02781682],"category_scores_gemma":[0.0002103742,0.0001445416,0.0002232252,0.00113146,0.0008703616,0.0004794805,0.0006185584,0.0004358669,0.007895162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406576,"about_ca_system_score_gemma":0.0002684503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01783212,"about_ca_topic_score_gemma":0.07454551,"domain_scores_codex":[0.999917,0.000007637404,0.000004110221,0.00003593482,0.0000209506,0.00001437533],"domain_scores_gemma":[0.9999532,0.000006036374,0.00001506519,0.000005370101,0.000007794205,0.00001272578],"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":[0.000790955,0.000114388,0.1134406,0.002001229,0.0001117706,0.009112957,0.009034149,0.0007307141,0.1321401,0.01013113,0.1043702,0.6180218],"study_design_scores_gemma":[0.000020413,0.0001034601,0.4870839,0.0004181493,0.0001174626,0.007031431,0.002382,0.0004190603,0.006930835,0.001111951,0.4943361,0.00004513799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5918126,0.004161515,0.008585476,0.001189286,0.0008412723,0.0004995119,0.01341697,0.001747387,0.3777459],"genre_scores_gemma":[0.8009052,0.002293288,0.02219286,0.0005086655,0.000178174,0.0002994543,0.01188069,0.0005060531,0.1612357],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02781682,"threshold_uncertainty_score":0.09305656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03379854337160829,"score_gpt":0.2419466273481713,"score_spread":0.208148083976563,"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."}}