{"id":"W6931254113","doi":"10.5281/zenodo.3943768","title":"Vibration Detectors Ontario Canada","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Boron and Carbon Nanomaterials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vibration; Waveform; Detector; Range (aeronautics); Action (physics); SIGNAL (programming language); Signal processing","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":[0.0003630703,0.0001183081,0.0001365849,0.00004952549,0.001154019,0.0008211078,0.0008217297,0.00004640033,0.09274832],"category_scores_gemma":[0.0003110595,0.0001201934,0.00002798988,0.0002760483,0.00007921205,0.0002241791,0.0006481857,0.0001581148,0.00528177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004081992,"about_ca_system_score_gemma":0.00005568853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1563327,"about_ca_topic_score_gemma":0.0325956,"domain_scores_codex":[0.9982138,0.0002861475,0.0002275778,0.000373947,0.0005320392,0.0003665326],"domain_scores_gemma":[0.9990714,0.00001358548,0.00006911375,0.0002577986,0.0002733333,0.0003147527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001245291,0.00003048239,0.000006568217,0.00004580373,0.000009549609,0.0000241729,0.001076997,0.00006942983,0.7913395,0.0004817949,0.199523,0.007268238],"study_design_scores_gemma":[0.0003362968,0.0001633497,0.0006899321,0.000007708715,0.000004723015,0.00001419311,0.0001754499,0.0002335151,0.1095372,0.00001669101,0.8886638,0.0001571045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366381,0.00003777488,0.001331641,0.00277482,0.000297032,0.0004701206,0.0001699749,0.0007747167,0.05750582],"genre_scores_gemma":[0.9980346,0.000006476301,0.0001077355,0.0005903337,0.000141736,4.010734e-8,0.0002834853,0.0004868679,0.0003487091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6891409,"threshold_uncertainty_score":0.9954928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908035256852043,"score_gpt":0.2103038190792108,"score_spread":0.1812234665106904,"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."}}