{"id":"W6960825011","doi":"10.14288/1.0366793","title":"Plates","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Deformation (meteorology); Welding","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":[0.00004308734,0.0001650372,0.0001916307,0.00000930986,0.001516183,0.0008103685,0.0005080991,0.0001143253,0.09788364],"category_scores_gemma":[0.00001591764,0.0000500493,0.00005545686,0.0007658747,0.00005301948,0.00005038589,0.0004837655,0.00005769261,0.001366049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002401359,"about_ca_system_score_gemma":0.000003509235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02197599,"about_ca_topic_score_gemma":0.08826658,"domain_scores_codex":[0.9993082,0.00002533258,0.00009691169,0.0002958742,0.0001013292,0.0001723164],"domain_scores_gemma":[0.9997441,0.00003830694,0.00009694938,0.00005165252,0.00002837912,0.00004059645],"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":[0.00000204764,0.00002905763,0.00001453154,0.000001995644,0.00005901095,9.286844e-7,0.00000279062,4.215805e-8,0.00001995703,0.00001843609,0.9990187,0.0008325026],"study_design_scores_gemma":[0.00004651671,0.00008184724,0.0003524215,0.00003653128,0.00002588682,0.000001575117,0.00008853994,7.944298e-7,0.000006381953,0.0001851557,0.9989887,0.000185665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008938094,0.00006095498,4.855892e-7,0.0004949328,0.0003222873,0.0006313926,0.00008259593,0.0002062653,0.9981921],"genre_scores_gemma":[0.00002067051,0.0001426428,0.0001104314,0.000106569,0.0008241216,0.0001228157,0.00009597581,0.000005940567,0.9985709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09651759,"threshold_uncertainty_score":0.9997837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230857770397167,"score_gpt":0.2311140749963556,"score_spread":0.2080282979566389,"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."}}