{"id":"W7132938618","doi":"","title":"The influence of resin chemistry on a composite&apos;s inherent biochemical stability","year":2000,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Polymer Synthesis and Characterization","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stability (learning theory); Thermal stability; Work (physics); Water chemistry; Chemical stability","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":[0.0001946238,0.0002074933,0.0002603652,0.00001712198,0.0001239411,0.00006386033,0.0003833148,0.0002065157,0.0006880231],"category_scores_gemma":[0.0000837296,0.0001527283,0.00007373375,0.00009547466,0.0001055243,0.00004052692,0.0000219143,0.0001666166,0.00005133749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006120794,"about_ca_system_score_gemma":0.0001214635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092557,"about_ca_topic_score_gemma":0.00001704184,"domain_scores_codex":[0.9986664,0.0000776287,0.0003503615,0.0003280237,0.0003665641,0.0002109998],"domain_scores_gemma":[0.9988788,0.0001406437,0.0003229774,0.0005182363,0.00008041406,0.00005894143],"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":[0.0005079421,0.00007818694,0.00001865488,0.0001266606,0.000006149412,5.207559e-7,0.001054118,0.000005054801,0.9974407,0.00001166179,0.0001144863,0.0006358564],"study_design_scores_gemma":[0.00008153367,0.0000224083,0.008007837,0.0002439976,0.0000201081,6.236305e-7,0.0003558417,0.000005274429,0.9904664,0.00002377725,0.0006212691,0.000150886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956647,0.0002875622,5.600797e-7,0.0001008142,0.0001167354,0.0001668339,0.00003708528,0.00003651004,0.003589179],"genre_scores_gemma":[0.9971541,0.00009815455,0.00001616444,0.00002041585,0.00005593648,0.00003358988,0.0001818517,0.00001992394,0.002419936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007989181,"threshold_uncertainty_score":0.7533371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887915921047188,"score_gpt":0.3114912695946695,"score_spread":0.2926121103841976,"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."}}