{"id":"W6962918331","doi":"10.17862/cranfield.rd.23628048","title":"Day 3 - 1200 - Frederick Paquet.pdf","year":2024,"lang":"en","type":"other","venue":"CERES (Cranfield University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deflagration; Nitrocellulose; Feature (linguistics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004817186,0.0008949195,0.0006704198,0.002027711,0.001209951,0.004354813,0.001152358,0.001712308,0.901585],"category_scores_gemma":[0.00124369,0.0006964321,0.0006783605,0.001319885,0.0002470017,0.001670808,0.001321575,0.001170425,0.878826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009382215,"about_ca_system_score_gemma":0.0007857678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004105125,"about_ca_topic_score_gemma":0.008250764,"domain_scores_codex":[0.9996533,0.00001418656,0.000009073134,0.00005391192,0.000215978,0.00005360973],"domain_scores_gemma":[0.9989912,0.0001195889,0.00003541925,0.0001641305,0.0004637929,0.0002258448],"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":[0.0001313825,0.00009777409,0.00009632693,0.0001067158,0.000004029373,0.00006293186,0.00002259107,0.00009813533,0.001913591,0.001236398,0.9048631,0.09136705],"study_design_scores_gemma":[0.00002075482,0.00002928758,0.0004677829,0.0000343514,0.000002211104,0.00006798932,0.00001817284,0.0001179651,0.001605378,0.0003768201,0.9972497,0.000009621267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001037612,0.000493407,0.001716219,0.0003601025,0.0006676819,0.0001209715,0.007638005,0.009334014,0.9786321],"genre_scores_gemma":[0.0009630617,0.0001377372,0.0003853751,0.00006619679,0.00003307648,0.00001899062,0.002170494,0.001221637,0.9950034],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09841502,"threshold_uncertainty_score":0.140377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057931630593939,"score_gpt":0.1947357772311618,"score_spread":0.1841564609252224,"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."}}