{"id":"W6969076869","doi":"10.5281/zenodo.7398959","title":"Gohieria fusca","year":2022,"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":"Poppy; Sugar beet; Sugar; Wheat flour; Cultivar; Fungus","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":[0.0003865468,0.00006898607,0.00008579524,0.00002197837,0.006689226,0.0001663139,0.000583537,0.00002063127,0.08050509],"category_scores_gemma":[0.0001128454,0.00003760845,0.00004129506,0.0004237875,0.00007217215,0.00007309187,0.00163891,0.0001642447,0.001916361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007578939,"about_ca_system_score_gemma":5.651576e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001717351,"about_ca_topic_score_gemma":0.000002926173,"domain_scores_codex":[0.9990305,0.0002246728,0.0001133125,0.0002364543,0.00015471,0.0002404062],"domain_scores_gemma":[0.9997009,0.0000298461,0.00004730076,0.00006682373,0.00008942897,0.00006571307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009655358,0.000223496,0.00006798041,0.000006448427,0.00004485419,0.00001729399,0.0005326311,0.00003976087,0.01175283,0.002771941,0.6070532,0.377393],"study_design_scores_gemma":[0.0001071885,0.0003038876,0.008083679,9.17313e-7,0.000004057973,0.00005282046,0.001148184,0.0000297366,0.00004191475,0.0001305105,0.9900083,0.0000887813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7392477,0.0001423881,0.00002028057,0.005345823,0.0002317758,0.0004286346,0.0004311862,0.0007574987,0.2533947],"genre_scores_gemma":[0.9975043,0.00002259166,0.00001997434,0.000247036,0.0001247863,1.358925e-7,0.0006190196,0.00002699051,0.001435184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829551,"threshold_uncertainty_score":0.9988608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828336350912678,"score_gpt":0.2025072024856483,"score_spread":0.1642238389765215,"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."}}