{"id":"W6930215758","doi":"10.5281/zenodo.12088366","title":"Test pdf url","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Scope (computer science); Software; File size; Service (business); Sample (material); Need to know; Test data; File format","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002151784,0.0001752372,0.0001582538,0.00006536803,0.0005062821,0.0006347271,0.0007915821,0.0001773036,0.2286394],"category_scores_gemma":[0.0001126517,0.00008388692,0.00008602982,0.0003474258,0.00008291012,0.00005247366,0.0005471034,0.0002917082,0.08584614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004984487,"about_ca_system_score_gemma":6.833567e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042058,"about_ca_topic_score_gemma":0.000006167432,"domain_scores_codex":[0.9988295,0.00009640808,0.0001449881,0.0004023851,0.0002466157,0.0002800373],"domain_scores_gemma":[0.9995728,0.00001513128,0.00006968389,0.0001327738,0.0001083981,0.0001012073],"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":[0.000003848994,0.00005252718,5.877069e-7,0.00002120638,0.00001098335,0.0000137339,0.00002443341,8.23202e-9,0.01747604,0.0006289338,0.8710939,0.1106738],"study_design_scores_gemma":[0.00005340428,0.0002260479,0.0001613939,0.0000783927,0.00002117939,0.00003531275,0.00003583743,0.000003088068,0.0001574985,0.0001444419,0.998892,0.0001913672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002512943,0.0002857518,0.000007995738,0.0003595393,0.0001060382,0.0003494807,0.0006499065,0.003006669,0.9949833],"genre_scores_gemma":[0.03113255,0.0003182243,0.00003922776,0.0001826936,0.001038886,1.285636e-7,0.003206194,0.001208888,0.9628732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427933,"threshold_uncertainty_score":0.9148656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670825200530143,"score_gpt":0.2293477030973759,"score_spread":0.2026394510920745,"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."}}