{"id":"W6949961409","doi":"10.5281/zenodo.6033343","title":"Camptochaeta aequidens Hippa & Vilkamaa 1994","year":2017,"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":"Confidentiality; The Internet; Focus (optics); Identification (biology)","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":[0.00009691687,0.0003547262,0.0002190551,0.001162161,0.001885029,0.0003660125,0.0006451037,0.0005084128,0.01379272],"category_scores_gemma":[0.000328505,0.0001942965,0.0001492623,0.0007490105,0.0004505343,0.001052931,0.0005321938,0.0007560473,0.003645428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242578,"about_ca_system_score_gemma":0.000719891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03349931,"about_ca_topic_score_gemma":0.07066766,"domain_scores_codex":[0.9998311,0.000007083533,0.00001298091,0.00005571917,0.00006839107,0.00002471526],"domain_scores_gemma":[0.9998627,0.00002186325,0.00004114105,0.0000166362,0.00004275557,0.00001491507],"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":[0.0002734182,0.0001127934,0.01628042,0.001498697,0.00006425346,0.00167122,0.001883937,0.0005165429,0.04732282,0.007854396,0.06207932,0.8604422],"study_design_scores_gemma":[0.00003224824,0.00009878157,0.1411539,0.0005019148,0.00006874003,0.002623269,0.0007113694,0.0001656373,0.007505645,0.001121168,0.8459896,0.00002776135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1660991,0.0309843,0.005135692,0.001243219,0.001288147,0.0006595632,0.008450582,0.0006283887,0.7855111],"genre_scores_gemma":[0.7711236,0.02016798,0.01078988,0.001052457,0.0003654724,0.0003796544,0.005493236,0.0001185095,0.1905091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03349931,"threshold_uncertainty_score":0.06660861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599807293467237,"score_gpt":0.2839714506677483,"score_spread":0.2379733777330759,"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."}}