{"id":"W6949588744","doi":"10.5281/zenodo.14981328","title":"Sclerocoelus plumiseta","year":2025,"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":"University of Guelph","funders":"","keywords":"Holotype; Malaise; Canyon; Natural (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005133298,0.0006617706,0.0001923953,0.001840821,0.001079271,0.0002826923,0.0002282748,0.0002817854,0.03763079],"category_scores_gemma":[0.0002610865,0.0002303951,0.0001212467,0.0006240018,0.0004246192,0.0004547693,0.0007841315,0.0003193284,0.008052655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170811,"about_ca_system_score_gemma":0.0002061013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007695559,"about_ca_topic_score_gemma":0.02497901,"domain_scores_codex":[0.9998987,0.00001628092,0.000006184828,0.00003317419,0.000031161,0.00001450601],"domain_scores_gemma":[0.9998908,0.00001532598,0.00003569595,0.00001084558,0.00003173919,0.00001563029],"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":[0.0005166133,0.0001890386,0.09788512,0.001108507,0.0001157651,0.002837888,0.002888012,0.0005812252,0.07667397,0.005935467,0.03745705,0.7738113],"study_design_scores_gemma":[0.00004802804,0.0002155409,0.7538137,0.0002570632,0.00005697506,0.008207077,0.001316123,0.0003103069,0.002554128,0.0009111099,0.2322819,0.00002805086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3368335,0.004125664,0.002240989,0.0003611744,0.000183006,0.0003166689,0.003074087,0.0007330921,0.6521318],"genre_scores_gemma":[0.9425035,0.001086131,0.001958481,0.0001846369,0.00007303605,0.00007147534,0.001744142,0.0000700059,0.0523085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03763079,"threshold_uncertainty_score":0.1258876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287117610782393,"score_gpt":0.2642528917758891,"score_spread":0.2355411306976498,"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."}}