{"id":"W6930844393","doi":"10.5281/zenodo.16808742","title":"Dictya montana Steyskal 1954","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Statistical and numerical algorithms","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paradise; Cave; White (mutation); South carolina","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":[0.0001068065,0.0003114713,0.0002386202,0.0007891897,0.001974199,0.0004990072,0.0005800502,0.0004478442,0.03267041],"category_scores_gemma":[0.0005528319,0.0002173377,0.000140316,0.0004877978,0.0005939235,0.0007894284,0.0009905853,0.0007631086,0.01455693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009732224,"about_ca_system_score_gemma":0.000633006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01423583,"about_ca_topic_score_gemma":0.04093618,"domain_scores_codex":[0.9998665,0.0000128668,0.000009650837,0.00004750435,0.00004332971,0.0000201386],"domain_scores_gemma":[0.9998776,0.00002495247,0.00003348013,0.00001666656,0.00003632838,0.00001097949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000479641,0.00008274593,0.01197355,0.0007471291,0.00005315797,0.001916853,0.002399889,0.0006600954,0.05961934,0.04151866,0.154314,0.726235],"study_design_scores_gemma":[0.00002327268,0.00003848476,0.01700565,0.0001428459,0.0000214258,0.0007914436,0.0001833339,0.0001946512,0.002149533,0.001158548,0.9782761,0.00001468565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05116143,0.004958836,0.001970041,0.001817644,0.0005070705,0.0000934283,0.003315426,0.000594653,0.9355814],"genre_scores_gemma":[0.5842736,0.003800182,0.005118124,0.002641286,0.0003919173,0.0002762747,0.005065312,0.0003035375,0.3981298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03267041,"threshold_uncertainty_score":0.1092934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839751620865453,"score_gpt":0.414296287538739,"score_spread":0.2303211254521937,"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."}}