{"id":"W7098200718","doi":"","title":"NOTICE","year":2016,"lang":"en","type":"article","venue":"","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notice; Context (archaeology); Limiting","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":[],"consensus_categories":[],"category_scores_codex":[0.0000144259,0.00002934816,0.00002456317,0.0000115693,0.000005642014,0.000004953177,0.00004507728,0.0000141266,0.0003180431],"category_scores_gemma":[0.00001765257,0.00001709364,0.000006441793,0.00002878233,0.000005976269,0.00005750917,0.000005724653,0.00001182325,0.0006659303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007415281,"about_ca_system_score_gemma":0.000001726989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.638945e-7,"about_ca_topic_score_gemma":0.000002465229,"domain_scores_codex":[0.9998275,9.170731e-7,0.00003372241,0.00003435243,0.00003284547,0.00007063289],"domain_scores_gemma":[0.9998701,0.00003365713,0.000001680716,0.00006877276,0.000007246507,0.00001857305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009107351,0.00004171578,0.01436979,0.0005729803,0.0001104363,0.0000318953,0.0002676153,0.00308447,0.479521,0.0329894,0.1326693,0.3363323],"study_design_scores_gemma":[0.000381866,0.00001627707,0.01127406,0.00008207972,0.000007492106,0.00001188768,0.00001149796,0.0007077047,0.6939359,0.002160905,0.2910649,0.000345427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2473927,0.0003299389,0.07904834,0.0006304543,0.0005160334,0.00005180047,0.000001390569,0.002417698,0.6696116],"genre_scores_gemma":[0.9944679,0.00002166034,0.001330023,0.00002065988,0.00003948163,0.00000170176,3.401519e-8,0.000009314799,0.004109298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7470751,"threshold_uncertainty_score":0.8559409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005414481828651628,"score_gpt":0.1734366408295236,"score_spread":0.168022159000872,"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."}}