{"id":"W6894033861","doi":"10.5281/zenodo.6592683","title":"Semicephalops folium Ramos-Pastrana & Marques & Rafael 2022, sp. nov.","year":2022,"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; Pedicel; Scutellum; Lobe; Scape","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":[0.0002811814,0.001056622,0.0005077859,0.001557426,0.001751362,0.000489705,0.000746831,0.001013817,0.009487658],"category_scores_gemma":[0.0006705192,0.0002501042,0.0002960426,0.001245655,0.0005665668,0.001149351,0.0007521764,0.000685234,0.004529728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007986139,"about_ca_system_score_gemma":0.0006234501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03130166,"about_ca_topic_score_gemma":0.03959591,"domain_scores_codex":[0.9997872,0.00001969589,0.00001872648,0.00007929607,0.00005371149,0.00004139094],"domain_scores_gemma":[0.9996848,0.00005793355,0.000114079,0.00003028493,0.00007209156,0.00004087135],"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":[0.001125491,0.0003122812,0.07430483,0.001733048,0.0002870928,0.007863799,0.003083211,0.004831562,0.03683121,0.004737096,0.05071338,0.814177],"study_design_scores_gemma":[0.0006416342,0.0006993207,0.5669187,0.001463083,0.0005064,0.01383818,0.003870219,0.003308472,0.003705635,0.002024585,0.4029045,0.0001192118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6142841,0.03918042,0.01318549,0.001959768,0.001729956,0.001728415,0.02083244,0.001304469,0.3057949],"genre_scores_gemma":[0.9377446,0.007988288,0.0148276,0.001260897,0.0005011346,0.0008394386,0.01169217,0.00008521844,0.02506066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03130166,"threshold_uncertainty_score":0.06223899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300665017657224,"score_gpt":0.2452347418904322,"score_spread":0.22222809171386,"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."}}