{"id":"W6948687396","doi":"10.5281/zenodo.11471517","title":"Does Zappify 2.0 Mosquito Zapper Really Work?","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Yard; Nothing; Control (management); Need to know","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003424782,0.0007441771,0.001016374,0.001563085,0.0008170499,0.003803177,0.001509296,0.003446088,0.04789592],"category_scores_gemma":[0.01153603,0.0004868715,0.001180943,0.001040722,0.0007745746,0.004294891,0.00107516,0.003515049,0.05159794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152791,"about_ca_system_score_gemma":0.003299294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523906,"about_ca_topic_score_gemma":0.004580189,"domain_scores_codex":[0.9975511,0.0003154826,0.0002116816,0.0002442501,0.001465352,0.0002121592],"domain_scores_gemma":[0.9934397,0.001050808,0.0005998688,0.0002049036,0.004124429,0.0005802251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008276142,0.00002696633,0.000143996,0.003295502,0.00002503845,0.0000875124,0.0000796403,0.00004651261,0.001413915,0.001922008,0.769925,0.222951],"study_design_scores_gemma":[0.00001178726,0.00006619409,0.000156334,0.0005542149,0.00001959992,0.0001023002,0.00002581595,0.00001390032,0.0004150631,0.0002131972,0.9984123,0.000009209481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002284575,0.6806052,0.004530417,0.09164014,0.06261966,0.0004488627,0.002485863,0.003315243,0.1520701],"genre_scores_gemma":[0.01475711,0.5884306,0.006638617,0.09233478,0.01851227,0.0006972924,0.004150464,0.003303848,0.2711749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04789592,"threshold_uncertainty_score":0.1602278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572893450088767,"score_gpt":0.2539233730096066,"score_spread":0.2281944385087189,"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."}}