{"id":"W6912025465","doi":"10.5281/zenodo.14673756","title":"Sarcogyne fasciculata K. Knudsen, Kocourk. & Hodkova 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thallus; Algae; Stipe (mycology); Sporangium; Crest; Ultrastructure; Layer (electronics)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004024485,0.0001434102,0.0001657429,0.00004616833,0.002465682,0.0004769637,0.0007744046,0.00006656011,0.01558835],"category_scores_gemma":[0.0002750325,0.00007143416,0.00007591932,0.0008009755,0.0001324004,0.0001232323,0.001030555,0.0001817491,0.004182244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005547852,"about_ca_system_score_gemma":0.000001415496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623512,"about_ca_topic_score_gemma":0.00001797649,"domain_scores_codex":[0.9986,0.0001770115,0.000210353,0.0004024159,0.0002451717,0.0003650533],"domain_scores_gemma":[0.999308,0.00005602795,0.00006357521,0.0001518359,0.0003170602,0.0001035103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005887864,0.0001623379,0.0004138589,0.0000325514,0.0000764264,0.00001419214,0.0002075461,0.00001357025,0.04957837,0.005215738,0.5669546,0.3772719],"study_design_scores_gemma":[0.0001719578,0.0001070709,0.03011097,0.00002517438,0.00001337301,0.00001381922,0.0001348906,0.0000650673,0.0002961541,0.0002724668,0.9686462,0.0001428697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.45839,0.0009451271,0.0003668902,0.01266455,0.00035224,0.0009089016,0.0004889806,0.001183187,0.5247001],"genre_scores_gemma":[0.9867154,0.000258317,0.0001003958,0.0006036462,0.0002585549,7.748062e-8,0.001169315,0.00005436287,0.0108399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5283254,"threshold_uncertainty_score":0.998833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172504215156784,"score_gpt":0.255992792151195,"score_spread":0.2142677499996272,"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."}}