{"id":"W6967729651","doi":"10.5281/zenodo.10167339","title":"Oxypoda hiemalis Casey 1911","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Litter; Plant litter; Sphagnum; Frass; Carex; Deciduous","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003665005,0.00008204333,0.0000774194,0.00003125226,0.001754308,0.0004110846,0.0004295985,0.00004744259,0.0110224],"category_scores_gemma":[0.0002331104,0.00004337738,0.0000484288,0.0008079823,0.00005797639,0.0001482738,0.0004890451,0.0001042937,0.01234548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005064554,"about_ca_system_score_gemma":6.612757e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008474959,"about_ca_topic_score_gemma":0.000007649137,"domain_scores_codex":[0.9990062,0.0001334589,0.0001325681,0.0002570874,0.0001889768,0.0002816773],"domain_scores_gemma":[0.9995372,0.00003176621,0.00004475621,0.00008698168,0.0001765692,0.0001226783],"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":[0.00003525922,0.00006312737,0.00005896046,0.00001015645,0.0000105533,0.0000221342,0.0001256734,0.000008114209,0.01172518,0.002316125,0.2120632,0.7735615],"study_design_scores_gemma":[0.0001007718,0.0001319613,0.01122603,0.000007132044,0.000003772079,0.00003188634,0.0002480141,0.00009191634,0.0006460017,0.0001506195,0.9872578,0.0001040587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435846,0.00002057824,0.00004414061,0.001850657,0.00007684905,0.0002294557,0.0004644936,0.001162249,0.05256702],"genre_scores_gemma":[0.9943966,0.00003026268,0.00001040364,0.0001044455,0.0001805638,4.50491e-8,0.004990042,0.00001404141,0.0002736413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7751946,"threshold_uncertainty_score":0.9995453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215255088807937,"score_gpt":0.2260649126430042,"score_spread":0.1739123617549249,"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."}}