{"id":"W6893856173","doi":"10.5281/zenodo.5458732","title":"Dichopygina perfecta","year":2018,"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; Apex (geometry); Bridge (graph theory); Groove (engineering); Malaise","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":[0.00009357192,0.0005481379,0.0002568235,0.001014309,0.0009353804,0.0003632864,0.00035412,0.0003049105,0.007055863],"category_scores_gemma":[0.0003441861,0.0001975284,0.0001559824,0.0005497864,0.0004803478,0.0008602635,0.0008036757,0.0003658843,0.001810937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251855,"about_ca_system_score_gemma":0.0002361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005385867,"about_ca_topic_score_gemma":0.009277875,"domain_scores_codex":[0.999881,0.00001569243,0.00001084389,0.00004887532,0.00002818384,0.00001547157],"domain_scores_gemma":[0.9999071,0.00001787916,0.00002797541,0.00001800493,0.00001841054,0.00001057815],"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":[0.0009830873,0.0001559918,0.07231016,0.001862786,0.0001143016,0.006816089,0.002799113,0.001841541,0.1349488,0.01362283,0.0276374,0.7369079],"study_design_scores_gemma":[0.0001095803,0.0003009973,0.4389067,0.0005242337,0.0001256278,0.02633206,0.002044033,0.001103445,0.007552601,0.00425328,0.5186892,0.00005829348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.549924,0.01484764,0.007778887,0.0007789808,0.0003374204,0.0002780982,0.00405935,0.0005781729,0.4214175],"genre_scores_gemma":[0.9730228,0.002014961,0.002498447,0.0003218076,0.00005138757,0.00005563787,0.001355001,0.0000334758,0.02064664],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007055863,"threshold_uncertainty_score":0.02360415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019390501853357,"score_gpt":0.2633997498799076,"score_spread":0.233205844861374,"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."}}