{"id":"W6911296229","doi":"10.5281/zenodo.10406224","title":"Scipopus (Phaeopterina) brunneus Lindsay & Marshall 2023, sp. nov.","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Seta; Holotype; Chaetotaxy; Aedeagus; Antenna (radio)","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":[0.000113191,0.0007794278,0.0002985405,0.002415258,0.001130966,0.0004084629,0.000496464,0.0004978129,0.01187237],"category_scores_gemma":[0.0004393376,0.0002332962,0.0002485939,0.001445348,0.0004519022,0.0006691221,0.0005968545,0.0007186907,0.005886702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104144,"about_ca_system_score_gemma":0.0005524581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05132383,"about_ca_topic_score_gemma":0.1131788,"domain_scores_codex":[0.9998891,0.000007035664,0.00000918218,0.00003733669,0.00003850792,0.00001877104],"domain_scores_gemma":[0.9998591,0.00001709617,0.00004842717,0.00001206397,0.00003546469,0.00002782573],"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":[0.0004282045,0.00009133025,0.05646613,0.001495293,0.0001225052,0.004270663,0.001473147,0.001015703,0.03602283,0.001618269,0.04031185,0.856684],"study_design_scores_gemma":[0.0001268374,0.0001945789,0.5811012,0.0008913515,0.0001687919,0.01419014,0.002079875,0.0006474493,0.004119736,0.0006571373,0.3957672,0.00005568461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3386042,0.02710364,0.008526049,0.001379131,0.001833824,0.001855385,0.02782056,0.001724762,0.5911525],"genre_scores_gemma":[0.824149,0.01427787,0.02326131,0.002523333,0.0003879899,0.0009691755,0.0268948,0.0001974072,0.1073392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05132383,"threshold_uncertainty_score":0.1020502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731562759401538,"score_gpt":0.2944084361192781,"score_spread":0.2212521601791244,"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."}}