{"id":"W6912649316","doi":"10.5281/zenodo.4814435","title":"Iteaphila tribulosa Sinclair & Shamshev 2021, sp. nov.","year":2021,"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":"Holotype; Seta; Scape; Occiput; Ridge; Apex (geometry)","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":[0.0003933807,0.001528776,0.0009435091,0.003453691,0.003319306,0.001227708,0.001282827,0.001498464,0.02231064],"category_scores_gemma":[0.000984225,0.0006601712,0.0005061392,0.002845115,0.001021107,0.003188707,0.001354553,0.001779623,0.01579734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135653,"about_ca_system_score_gemma":0.001650576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0396014,"about_ca_topic_score_gemma":0.07492695,"domain_scores_codex":[0.9996476,0.00003414727,0.00004342483,0.0001132042,0.0000980147,0.00006366931],"domain_scores_gemma":[0.999668,0.00007010411,0.00006613465,0.00004749026,0.00009797708,0.00005032104],"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":[0.0005154114,0.0002257006,0.01853168,0.001676581,0.0001643798,0.004730448,0.0021262,0.002444937,0.01374902,0.003732078,0.1119329,0.8401707],"study_design_scores_gemma":[0.0002663908,0.0004224847,0.1895829,0.002832401,0.0004825481,0.01683953,0.005128698,0.002131084,0.003630949,0.002479518,0.7760561,0.000147294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.191894,0.04541237,0.01267006,0.003010734,0.005794152,0.002749369,0.03371599,0.002333664,0.7024196],"genre_scores_gemma":[0.7305989,0.02976728,0.02567417,0.004573775,0.0009152516,0.003025648,0.0309213,0.0004829311,0.1740408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0396014,"threshold_uncertainty_score":0.07874179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796544690400748,"score_gpt":0.2548541406516054,"score_spread":0.2268886937475979,"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."}}