{"id":"W6949291919","doi":"10.5281/zenodo.14655262","title":"Spilomicrus formosus Jansson 1942","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Czech; Paratype; Context (archaeology)","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":[0.00008376463,0.0004496959,0.0002111915,0.001642309,0.0008294702,0.0003543798,0.0003428826,0.000297244,0.01127145],"category_scores_gemma":[0.0004345676,0.000202972,0.0001645061,0.0008575586,0.0004866247,0.0006882069,0.0007378011,0.0002098619,0.003180366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004073892,"about_ca_system_score_gemma":0.000214277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005288498,"about_ca_topic_score_gemma":0.006274337,"domain_scores_codex":[0.9998224,0.00001344353,0.00001925462,0.00005423289,0.00007297465,0.00001763637],"domain_scores_gemma":[0.9998775,0.00001947745,0.00005092599,0.00001344681,0.00002550077,0.0000131628],"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":[0.0003642282,0.000153839,0.04511267,0.001071947,0.000102885,0.005624272,0.002503197,0.00210873,0.04468611,0.01292371,0.04931932,0.836029],"study_design_scores_gemma":[0.0001015594,0.0002938726,0.3276775,0.0006525788,0.00009625794,0.02018801,0.001431732,0.001078073,0.005377382,0.004297774,0.6387572,0.00004816017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4061601,0.012347,0.006895776,0.0005859554,0.001240164,0.0003700455,0.003129245,0.00071531,0.5685564],"genre_scores_gemma":[0.948099,0.003167577,0.003482579,0.0003071617,0.0002136127,0.00007868932,0.002077983,0.00005090541,0.04252252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01127145,"threshold_uncertainty_score":0.03770673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214570817545707,"score_gpt":0.2652788008644074,"score_spread":0.2331330926889504,"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."}}