{"id":"W6969101435","doi":"10.5281/zenodo.6002591","title":"Pseudopanurgus albitarsis","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West virginia; State (computer science); Quarter (Canadian coin); New england; Appalachian Region","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003027614,0.00008365326,0.0001062906,0.00001591269,0.009172017,0.0007060401,0.0009983163,0.00004562356,0.01390692],"category_scores_gemma":[0.0004568713,0.00004185615,0.00005023921,0.00009328734,0.0001816954,0.000199392,0.001133355,0.0001134598,0.004473424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003750424,"about_ca_system_score_gemma":4.459606e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005531759,"about_ca_topic_score_gemma":0.00001481847,"domain_scores_codex":[0.9991636,0.00008327555,0.0001128217,0.0002574533,0.0001169069,0.0002659936],"domain_scores_gemma":[0.9994643,0.00002708658,0.00008876088,0.0001599869,0.0001693598,0.00009048758],"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":[0.00005372171,0.0001238554,0.0004036337,0.000007991186,0.00005147424,0.0000147671,0.000221129,0.000001945047,0.007088304,0.001601754,0.2801527,0.7102787],"study_design_scores_gemma":[0.0001171743,0.0001463003,0.07743393,0.000005084315,0.000006548014,0.00002341207,0.0002424343,0.00001678878,0.0001631835,0.0001707196,0.9215775,0.00009696408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6813864,0.00007251474,0.00001449425,0.006408121,0.0001565193,0.0002743367,0.0001343364,0.0004049834,0.3111483],"genre_scores_gemma":[0.9981557,0.00005933132,0.00003490278,0.0001256947,0.0001943722,3.935242e-8,0.0001766235,0.00002471704,0.001228665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7101818,"threshold_uncertainty_score":0.9963017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05626712748184091,"score_gpt":0.2299902182874813,"score_spread":0.1737230908056404,"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."}}