{"id":"W4380607995","doi":"10.29173/bluejay6325","title":"Cat-tails, Insects and Cows","year":2021,"lang":"en","type":"article","venue":"Blue Jay","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biology; Zoology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004311011,0.00005058319,0.00007722131,0.000001935268,0.0001146478,0.0000156522,0.00003266049,0.00004364893,0.0001950898],"category_scores_gemma":[0.00004946924,0.00001749258,0.00002078373,0.00006798096,0.00006089153,0.00002125655,0.00005798511,0.00003301636,0.00003620615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003396757,"about_ca_system_score_gemma":0.000003279445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008655014,"about_ca_topic_score_gemma":0.001382682,"domain_scores_codex":[0.9996374,0.00002666146,0.00005385175,0.0001304468,0.00004277777,0.0001089061],"domain_scores_gemma":[0.9998232,0.00007743341,0.00001422884,0.00002166834,0.00002902018,0.00003446313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006481723,0.0002953903,0.4087518,0.00003843232,0.0001234285,0.0004835214,0.002004346,0.000001983925,0.2009379,0.02090738,0.05329797,0.313093],"study_design_scores_gemma":[0.0001587202,0.00009066928,0.8265369,0.00001325375,0.0000119169,0.00007073018,0.0007125688,0.000006002235,0.009593173,0.001566385,0.1610904,0.0001492764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991733,0.0009740021,2.722675e-7,0.001951791,0.0001161299,0.00002534724,0.000005918231,0.00002310076,0.005170491],"genre_scores_gemma":[0.9966889,0.0001091619,0.00006173374,0.000800153,0.00009573768,0.000003546882,0.00001349092,1.83893e-7,0.002227079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.417785,"threshold_uncertainty_score":0.2136096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780302992358763,"score_gpt":0.2141522010914774,"score_spread":0.1963491711678898,"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."}}