{"id":"W7143427303","doi":"10.5281/zenodo.19335921","title":"Spoladea recurvalis Phalaena","year":2022,"lang":"","type":"article","venue":"Open MIND","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tamil; West bengal; BENGAL; Indian ocean; Type (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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013802,0.0009785043,0.0003965916,0.002599103,0.00252677,0.0007576142,0.0007675454,0.0006403209,0.02790017],"category_scores_gemma":[0.0004700847,0.0004012595,0.0002705767,0.001989448,0.0009676688,0.001376209,0.0009236482,0.0009738238,0.01208583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007837322,"about_ca_system_score_gemma":0.0005664048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185978,"about_ca_topic_score_gemma":0.02643248,"domain_scores_codex":[0.9997707,0.00002681641,0.00002741297,0.00007178271,0.00005811334,0.0000451624],"domain_scores_gemma":[0.9998209,0.00002105241,0.00006501999,0.00002541198,0.00004903887,0.00001862414],"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":[0.0002237002,0.0001286669,0.01255216,0.001099319,0.00004574214,0.001524513,0.002585416,0.0003004021,0.006411329,0.009178543,0.05338728,0.912563],"study_design_scores_gemma":[0.00003207143,0.0001410246,0.04699288,0.0005906368,0.00004255063,0.002484263,0.0009600279,0.00009671377,0.0009259618,0.001005184,0.9467103,0.00001835141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06566925,0.02939995,0.003574467,0.0009404367,0.001398435,0.0007291255,0.006795941,0.0008273917,0.890665],"genre_scores_gemma":[0.7865679,0.01885207,0.006032279,0.001144823,0.0008325355,0.0005638675,0.01000508,0.0001848671,0.1758165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02790017,"threshold_uncertainty_score":0.09333533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344358216030204,"score_gpt":0.2858850728346783,"score_spread":0.2524414906743763,"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."}}