{"id":"W6950465018","doi":"10.5281/zenodo.8049103","title":"Brachymelecta californica","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tardigrade Biology and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Natural (archaeology); Period (music)","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":[0.0003907119,0.00007331074,0.00008954134,0.00003060319,0.001809747,0.0001425599,0.0005628988,0.00008310722,0.01771266],"category_scores_gemma":[0.0003029336,0.00003582892,0.00004427482,0.0006079894,0.00009569612,0.00007037565,0.0005260654,0.0001424178,0.02961673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002656516,"about_ca_system_score_gemma":5.411394e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666566,"about_ca_topic_score_gemma":0.00000381546,"domain_scores_codex":[0.998983,0.0001964741,0.0001198291,0.0002594255,0.000103503,0.0003378162],"domain_scores_gemma":[0.9996367,0.0000503099,0.0000380726,0.00007625812,0.00009988038,0.00009879554],"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":[0.00005840363,0.00008216086,0.0002330365,0.000009078474,0.00003126707,0.00002091679,0.0001895349,0.000008973369,0.1098425,0.003089442,0.5386173,0.3478175],"study_design_scores_gemma":[0.00007869975,0.0001985271,0.04509097,0.000002310402,0.000003106506,0.00004079395,0.00009904087,0.00005171372,0.000262586,0.000303995,0.9537828,0.00008545018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407774,0.00004055219,0.00001278215,0.0053646,0.0001329507,0.0002237195,0.0002702937,0.001776397,0.05140134],"genre_scores_gemma":[0.9958099,0.00005558046,0.000009901957,0.0002365902,0.0001874764,2.93781e-8,0.002672259,0.00003627004,0.0009919867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4151655,"threshold_uncertainty_score":0.9994898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173690225340465,"score_gpt":0.223711702151578,"score_spread":0.1819747998981734,"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."}}