{"id":"W6911796102","doi":"10.5281/zenodo.12681379","title":"Ptychognathus ngankeeae Mazancourt, Mazel, Marquet, Poupin & Keith, 2024, sp. nov.","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu","funders":"","keywords":"Carapace; Seta; Dorsum; Orbit (dynamics); Tuft; Margin (machine learning)","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":[0.0001786036,0.0009174218,0.0004159854,0.001888119,0.001687822,0.0007443218,0.00069176,0.001337149,0.01171371],"category_scores_gemma":[0.0009635152,0.0005152193,0.0003545023,0.001735628,0.001167548,0.001911031,0.001062457,0.00142749,0.009408518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278569,"about_ca_system_score_gemma":0.0010572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02562738,"about_ca_topic_score_gemma":0.04167079,"domain_scores_codex":[0.9996785,0.00002188503,0.0000370105,0.0001201587,0.0001095292,0.00003292558],"domain_scores_gemma":[0.9996799,0.00004295077,0.0001211859,0.0000653693,0.00005540646,0.00003517005],"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":[0.0009437149,0.0001842421,0.06158482,0.002159837,0.0003087398,0.005208551,0.002982335,0.00258055,0.03336955,0.002629081,0.06018923,0.8278594],"study_design_scores_gemma":[0.0002208186,0.0003481848,0.488708,0.001992008,0.0005098577,0.03018365,0.002428902,0.002259869,0.008133692,0.001597447,0.4634933,0.0001241734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4147798,0.03066141,0.03221186,0.005059107,0.003572576,0.002572933,0.02165542,0.002829425,0.4866575],"genre_scores_gemma":[0.8551815,0.02001422,0.02238856,0.001974999,0.0005708251,0.001178992,0.009781317,0.0003087784,0.0886009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02562738,"threshold_uncertainty_score":0.05095643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041655540600476,"score_gpt":0.3466590710214409,"score_spread":0.3062425156154361,"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."}}