{"id":"W4211080869","doi":"10.1002/9780470600160.app2","title":"Appendix B: Robert Simha Publications","year":2010,"lang":"en","type":"other","venue":"","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Appendix; Philosophy; Operations research; Engineering; Geology; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001495734,0.001268182,0.0009988329,0.005827243,0.00108818,0.002856234,0.001444142,0.001594623,0.5920315],"category_scores_gemma":[0.009980489,0.0004700186,0.0004846291,0.004897819,0.0003679837,0.002635818,0.001382365,0.001748208,0.5892974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930528,"about_ca_system_score_gemma":0.003926925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009085488,"about_ca_topic_score_gemma":0.01570664,"domain_scores_codex":[0.9984262,0.0001447922,0.00007568466,0.0001562524,0.001045553,0.0001514176],"domain_scores_gemma":[0.994497,0.001024552,0.0002474786,0.0005575758,0.003138876,0.0005345891],"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":[0.000008095083,0.00001189159,0.0000247126,0.00003464364,7.150466e-7,0.000004794028,0.000003553604,0.00004306334,0.00001879426,0.001629621,0.9839117,0.01430842],"study_design_scores_gemma":[0.000008382182,0.000004935537,0.0002250207,0.00005832733,0.000001733075,0.00001706966,0.000008984617,0.00008355171,0.00008538589,0.002033267,0.9974688,0.000004517012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002453343,0.001523189,0.001747337,0.002581272,0.003576354,0.0001940954,0.03657918,0.001621887,0.9519313],"genre_scores_gemma":[0.001161906,0.001305084,0.001153706,0.0007191238,0.0007197742,0.0001449445,0.01096791,0.0008458844,0.9829816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4079685,"threshold_uncertainty_score":0.5819175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008372038666055839,"score_gpt":0.2399906551646022,"score_spread":0.2316186164985463,"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."}}