{"id":"W1966168202","doi":"10.1023/b:jmsc.0000035335.92101.7c","title":"Cross-linking behavior of a polysiloxane in preceramic foam processing","year":2004,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"University of Seoul","keywords":"Materials science; Composite material; Solid mechanics; Materials processing; Polymer science; Forensic engineering; Process engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002407794,0.0001304121,0.0003727415,0.0003669994,0.0001474876,0.0003718934,0.0008558772,0.00004987352,0.00007393944],"category_scores_gemma":[0.0001205683,0.0001045409,0.00004905127,0.0005205934,0.0005787916,0.001091492,0.0001205307,0.00009766239,0.000009489096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411602,"about_ca_system_score_gemma":0.0006413369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209042,"about_ca_topic_score_gemma":0.000006134601,"domain_scores_codex":[0.9977533,0.00005121297,0.0008885819,0.0002176128,0.0007109228,0.0003783646],"domain_scores_gemma":[0.9985858,0.00002860117,0.0008436509,0.0001837818,0.000260941,0.0000972176],"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":[0.00006089798,0.0001390642,0.0022627,0.00004118479,8.57392e-7,0.00002635769,0.0005758088,0.0004194484,0.9953731,0.00006803393,2.792158e-7,0.001032321],"study_design_scores_gemma":[0.0005496954,0.0001733899,0.02687304,0.0004794199,0.00001358611,0.0002563421,0.00005184338,0.000006938884,0.9710092,0.0004740397,0.000002583545,0.0001099392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983684,0.0004272439,0.0001948703,0.00005052946,0.0007979494,0.00007970371,0.000006647524,0.00001375291,0.00006093444],"genre_scores_gemma":[0.9954529,0.00001040763,0.004380639,0.00002624348,0.0001023956,0.000003238892,2.505447e-7,0.000009352746,0.00001455254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02461034,"threshold_uncertainty_score":0.4263055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444069230217192,"score_gpt":0.3029398313275016,"score_spread":0.2884991390253297,"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."}}