{"id":"W6968943258","doi":"10.5281/zenodo.5926112","title":"Thelepus cincinnatus","year":2019,"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":"Sensu; Nomenclature; Taxonomy (biology); Buccal administration","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":[0.0001616005,0.0009101728,0.0002799373,0.001368442,0.001364748,0.0003619234,0.0006570507,0.000311849,0.01193781],"category_scores_gemma":[0.0003167605,0.0001965369,0.0001729557,0.0007015514,0.0004124309,0.0004918433,0.0009281655,0.0003141692,0.002276462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005247654,"about_ca_system_score_gemma":0.0001526826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007599663,"about_ca_topic_score_gemma":0.01855522,"domain_scores_codex":[0.9998055,0.00001644802,0.00001875439,0.00008099489,0.00004575871,0.00003257782],"domain_scores_gemma":[0.9998215,0.0000182461,0.0000674512,0.00002078355,0.00004157328,0.00003039968],"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":[0.001094412,0.0003318177,0.06439389,0.002477707,0.0001584528,0.004228486,0.003343593,0.001422142,0.1007619,0.004095107,0.02742534,0.7902671],"study_design_scores_gemma":[0.00006522342,0.0005110608,0.590965,0.000634097,0.0001089967,0.008238871,0.00111502,0.0007626023,0.007720937,0.0008273491,0.3889402,0.0001107285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6826878,0.01427332,0.002276261,0.000491422,0.0003966105,0.0002724457,0.003748584,0.000497574,0.295356],"genre_scores_gemma":[0.9681478,0.002212046,0.001631614,0.0002755506,0.00007632167,0.0001122945,0.00169299,0.00003333598,0.0258182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193781,"threshold_uncertainty_score":0.03993601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294056364532712,"score_gpt":0.2112767768568913,"score_spread":0.1983362132115642,"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."}}