{"id":"W6968901801","doi":"10.5281/zenodo.3789296","title":"Ganaspidium kolmaci Buffington 2010, sp. n.","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scutellum; Dorsum; Sulcus; Margin (machine learning); Space (punctuation); Surface (topology)","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":[0.00008883856,0.0005416833,0.0003125845,0.0009167066,0.001024688,0.0003207768,0.0004855505,0.0003841961,0.01234199],"category_scores_gemma":[0.0002198966,0.0002009735,0.0001495629,0.0006749494,0.0003114823,0.0007302831,0.0006317963,0.0009226692,0.006827537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009816516,"about_ca_system_score_gemma":0.0004974899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02655297,"about_ca_topic_score_gemma":0.0593647,"domain_scores_codex":[0.9999115,0.00000797644,0.000006469161,0.00003813143,0.00002548355,0.0000103349],"domain_scores_gemma":[0.9999222,0.00001005924,0.0000228862,0.00001329442,0.00002202146,0.000009551878],"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":[0.0004178791,0.00007418342,0.025354,0.001599268,0.00008828675,0.002241832,0.001015799,0.0009581535,0.06451872,0.005171257,0.1793856,0.719175],"study_design_scores_gemma":[0.00009726009,0.0001087517,0.3120652,0.0005339912,0.00009407975,0.004959948,0.0009757602,0.000486709,0.004324873,0.00131974,0.674988,0.00004559185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1870923,0.0143983,0.006749348,0.003159525,0.001102602,0.0008359554,0.02899162,0.001410739,0.7562597],"genre_scores_gemma":[0.8078606,0.006571305,0.01888705,0.0032028,0.0002536518,0.0005211824,0.02615289,0.0001987671,0.1363518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02655297,"threshold_uncertainty_score":0.05279684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04808740918455257,"score_gpt":0.197495250799158,"score_spread":0.1494078416146054,"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."}}