{"id":"W6893406160","doi":"10.5281/zenodo.15753259","title":"Parapterogramma digitisternum Kuwahara, Marshall & Luk, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Cape; Holotype; Data collection; Fish <Actinopterygii>; Homonym (biology)","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":[0.0001840504,0.001752004,0.0007394165,0.003727447,0.003376088,0.0009903904,0.001461939,0.001882223,0.02485228],"category_scores_gemma":[0.0008450642,0.0006177271,0.0004026738,0.002929051,0.001457256,0.003969684,0.001560245,0.001573015,0.01338491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962099,"about_ca_system_score_gemma":0.001229808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02805991,"about_ca_topic_score_gemma":0.05188319,"domain_scores_codex":[0.999642,0.00002695055,0.00005651096,0.0001318018,0.00008183596,0.00006089738],"domain_scores_gemma":[0.9996498,0.00005127185,0.0001397216,0.00005661529,0.00006816875,0.00003452588],"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":[0.0007794683,0.0002611059,0.02916571,0.002927977,0.0002567804,0.005046061,0.003792328,0.001317936,0.01460469,0.004082167,0.09194193,0.8458239],"study_design_scores_gemma":[0.0002828114,0.0002661236,0.2671632,0.002198342,0.0005877026,0.01712337,0.005588653,0.001168247,0.003033324,0.001662753,0.7008038,0.0001217393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2834754,0.07652367,0.01726055,0.004096212,0.005276863,0.005625451,0.03695169,0.002833098,0.567957],"genre_scores_gemma":[0.7611831,0.05612927,0.02150727,0.004801949,0.00107746,0.002735666,0.01724346,0.0003999682,0.1349218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02805991,"threshold_uncertainty_score":0.08313912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996545370311987,"score_gpt":0.2636689700213728,"score_spread":0.2437035163182529,"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."}}