{"id":"W6969054220","doi":"10.5281/zenodo.4339755","title":"Anthomyza vulgaris Roháćek & Barber 2016, sp. nov.","year":2016,"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":"Vegetation (pathology); Leech; Swamp; Life history","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":[0.0002002791,0.001001872,0.0004493113,0.001586769,0.001889361,0.0007318478,0.0005392516,0.0008349984,0.008052986],"category_scores_gemma":[0.0007429241,0.0004091244,0.0001750225,0.0009173261,0.0007367213,0.001510456,0.0007766071,0.0009090066,0.005719176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063981,"about_ca_system_score_gemma":0.0005390957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900858,"about_ca_topic_score_gemma":0.02976105,"domain_scores_codex":[0.9998073,0.0000220722,0.00001635858,0.00007493453,0.0000568358,0.00002255851],"domain_scores_gemma":[0.9997661,0.00003935395,0.00007181839,0.00002839984,0.00005560901,0.00003868006],"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":[0.001999195,0.0002809937,0.06240326,0.003460267,0.0003420353,0.01401959,0.006816995,0.002700364,0.09908383,0.004704973,0.1111288,0.6930597],"study_design_scores_gemma":[0.0003355328,0.0002855196,0.3810821,0.001215197,0.0004672818,0.01756568,0.002600618,0.0009527242,0.004415378,0.001582311,0.5894086,0.00008905923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4806961,0.04478363,0.01148077,0.002810063,0.001868753,0.001603088,0.02023418,0.002159412,0.434364],"genre_scores_gemma":[0.9025222,0.01989916,0.009801728,0.001977372,0.000974065,0.0006333199,0.009387645,0.000188199,0.05461631],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01900858,"threshold_uncertainty_score":0.03779584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782065249818816,"score_gpt":0.2532259215937374,"score_spread":0.2254052690955492,"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."}}