{"id":"W6894202358","doi":"10.5281/zenodo.7896646","title":"Surirella caljoniana Solak & Cocquyt & Hamilton & Holmes & Yilmaz & Kesbiç 2023, sp. nov.","year":2023,"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":"Canadian Museum of Nature","funders":"","keywords":"Keel; Reticulate; Long axis; Terminal (telecommunication); Ovoid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002143277,0.0007119203,0.0005350108,0.001385012,0.001898874,0.001086819,0.0009744217,0.0008406182,0.009290799],"category_scores_gemma":[0.0005992779,0.0002092034,0.0002870368,0.0008185117,0.0005977608,0.001016587,0.0008857795,0.0008528189,0.002927514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654181,"about_ca_system_score_gemma":0.001261408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05585703,"about_ca_topic_score_gemma":0.128868,"domain_scores_codex":[0.9997576,0.00001111261,0.00001564124,0.00009092309,0.00008142478,0.00004331248],"domain_scores_gemma":[0.9997736,0.00003424426,0.000053402,0.00002428328,0.00008815988,0.00002629292],"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":[0.0005914971,0.0002046742,0.03296138,0.002536726,0.0001447298,0.00406431,0.002089472,0.001658113,0.04428551,0.005168514,0.05287347,0.8534216],"study_design_scores_gemma":[0.0002188076,0.0001306822,0.170364,0.0009578887,0.0002702429,0.003533179,0.001643682,0.0009928875,0.002595681,0.001004814,0.8182268,0.00006138833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2386886,0.03835304,0.007151675,0.002028183,0.001980569,0.0011127,0.009739514,0.0009599079,0.6999859],"genre_scores_gemma":[0.8553588,0.01360678,0.01600189,0.004611793,0.0006897824,0.001143637,0.01443312,0.0002149252,0.09393925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05585703,"threshold_uncertainty_score":0.1110638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0388564088159432,"score_gpt":0.2656637359138188,"score_spread":0.2268073270978755,"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."}}