{"id":"W6931633168","doi":"10.5281/zenodo.6601722","title":"Neuroterus floccosus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asexual reproduction; Gall; Sexual difference; Taxonomy (biology); Holotype","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006800746,0.00008792696,0.0001082885,0.0001005632,0.003178716,0.0002257349,0.0007185039,0.00001850236,0.03386216],"category_scores_gemma":[0.001188141,0.00009612092,0.00004078327,0.0004459523,0.00007515163,0.00005288652,0.001247499,0.0002798043,0.001642559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000886519,"about_ca_system_score_gemma":0.000001942893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000381737,"about_ca_topic_score_gemma":3.369709e-8,"domain_scores_codex":[0.9984652,0.0004814353,0.0001982389,0.0002835056,0.0003259671,0.0002456375],"domain_scores_gemma":[0.9991081,0.0001354371,0.00007110053,0.0004148953,0.00015448,0.0001160091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003121508,0.0002323341,7.056494e-7,0.0000328205,0.00001976041,0.00001549105,0.0004899524,0.00001668474,0.002799181,0.4920747,0.2942078,0.2100794],"study_design_scores_gemma":[0.0002242794,0.0001374621,0.00009438503,0.000002627565,0.00001158341,0.0001067198,0.0002246603,0.0004005473,0.0001339752,0.0592057,0.9393505,0.000107597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03586651,0.0001135249,0.4747026,0.005030837,0.0003930183,0.00183418,0.002001589,0.003348514,0.4767092],"genre_scores_gemma":[0.8804842,0.00004861758,0.1050218,0.001219399,0.0005030463,0.000001522552,0.001692237,0.005317873,0.005711378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8446176,"threshold_uncertainty_score":0.9991348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291848839677124,"score_gpt":0.3447730716218084,"score_spread":0.215588187654096,"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."}}