{"id":"W6930689939","doi":"10.5281/zenodo.14509868","title":"Pleurobranchidae Gray 1827","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Psychological Testing and Assessment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monophyly; Clade; Paraphyly; Systematics; Mediterranean climate; Taxonomy (biology)","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":[0.0007403734,0.0001323129,0.0001330086,0.0002160299,0.001379475,0.0003242692,0.0008207959,0.00007073788,0.03280281],"category_scores_gemma":[0.0004333847,0.0001262377,0.00005956144,0.001027221,0.0001270311,0.00007657486,0.0005489306,0.0003024095,0.09683528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004335182,"about_ca_system_score_gemma":0.000001219731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008812093,"about_ca_topic_score_gemma":5.013229e-8,"domain_scores_codex":[0.9981167,0.0004166246,0.0002188506,0.0004842117,0.0002676335,0.0004959363],"domain_scores_gemma":[0.9990211,0.00006216495,0.00007307948,0.0005080746,0.0001608744,0.0001746899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000404485,0.0001967151,0.00003562216,0.00001533596,0.00004455234,0.00007956633,0.0009551101,0.00002248086,0.002606307,0.01585262,0.8215556,0.1585957],"study_design_scores_gemma":[0.0004955187,0.0002375833,0.0221171,0.00001468951,0.000006573148,0.00008467335,0.0003260761,0.00006190995,0.00003863293,0.0009547843,0.9755051,0.0001573291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1322132,0.00004541166,0.001491781,0.001649988,0.0005852326,0.0003298076,0.0001273604,0.004600819,0.8589564],"genre_scores_gemma":[0.9884663,0.00002495885,0.0001397469,0.0003841261,0.000260696,1.018461e-7,0.0009244764,0.001040179,0.008759441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8562531,"threshold_uncertainty_score":0.9999206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022981843372139,"score_gpt":0.3432880634225138,"score_spread":0.2409898790852998,"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."}}