{"id":"W6893749354","doi":"10.5281/zenodo.4401598","title":"Nogunius sokani Jałoszyński 2020, sp. n.","year":2020,"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":"Seta; Aedeagus; Dorsum; Vertex (graph theory)","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":[0.0001184287,0.0007252334,0.0005277613,0.002348344,0.00230543,0.000495625,0.0006606363,0.0006374564,0.007656652],"category_scores_gemma":[0.0002642991,0.0004896235,0.0002701132,0.001458568,0.0008020985,0.001953056,0.001290789,0.0007328871,0.003184591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005983359,"about_ca_system_score_gemma":0.0005350941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061275,"about_ca_topic_score_gemma":0.02522045,"domain_scores_codex":[0.9998935,0.000007126333,0.00001353116,0.00003707499,0.0000303609,0.0000182878],"domain_scores_gemma":[0.9999194,0.00001165684,0.00003412133,0.000009151832,0.00001246306,0.00001318925],"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":[0.0009948688,0.000232552,0.03524436,0.001946551,0.0002894459,0.005515894,0.005429821,0.001722458,0.09199312,0.01511886,0.02802266,0.8134894],"study_design_scores_gemma":[0.0001231783,0.000148996,0.4116863,0.0006672961,0.00043556,0.01065163,0.002816553,0.0007624126,0.004526629,0.00387263,0.5642043,0.000104489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4921393,0.03962699,0.007773333,0.0009281851,0.00108762,0.0006684791,0.004659454,0.0005391735,0.4525774],"genre_scores_gemma":[0.9020371,0.01150385,0.01520341,0.001217594,0.0003033457,0.000566416,0.004031206,0.0001763151,0.06496062],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01061275,"threshold_uncertainty_score":0.02561408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787383044501064,"score_gpt":0.2504518919812898,"score_spread":0.2125780615362791,"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."}}