{"id":"W1977121674","doi":"10.1007/bf02697953","title":"Structure/property relationships in flexible alkoxysilane automotive coatings","year":2002,"lang":"en","type":"article","venue":"Journal of Coatings Technology","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"DuPont (Canada)","funders":"","keywords":"Scratch; Materials science; Durability; Silane; Melamine; Coating; Composite material; Lacquer; Polyurethane; Glass transition; Toughness; Melamine resin; Polymer","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":[0.0003507182,0.0001581825,0.0003515556,0.0005924293,0.00006003288,0.00001872647,0.0002957086,0.0002856542,0.000216549],"category_scores_gemma":[0.000526843,0.0001163368,0.0000597749,0.0007247053,0.00004905212,0.0001926805,0.00003330983,0.001213446,0.00002919288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008952471,"about_ca_system_score_gemma":0.00001113221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005810014,"about_ca_topic_score_gemma":0.00002041821,"domain_scores_codex":[0.998766,0.00003416878,0.0006276642,0.0001105237,0.0002046107,0.000257036],"domain_scores_gemma":[0.99931,0.0000512236,0.0002607683,0.0001620109,0.0001610666,0.00005492567],"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":[0.00005118268,0.0002973171,0.01480913,0.0003163818,0.0002120938,0.0004686034,0.005448021,0.01217094,0.8080674,0.0280259,0.03540336,0.09472967],"study_design_scores_gemma":[0.003059441,0.0009416642,0.001257908,0.0006155364,0.00009088522,0.002513192,0.002149055,0.07378214,0.7650849,0.1110641,0.03846473,0.0009764218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908254,0.0008345427,0.002652579,0.001144454,0.0007863893,0.0001255703,0.000004624353,0.0003178454,0.003308625],"genre_scores_gemma":[0.9903196,0.00009500357,0.008866771,0.00005191916,0.00006037956,0.000002419445,8.981061e-7,0.00002787384,0.000575144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09375325,"threshold_uncertainty_score":0.5271884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249488482455805,"score_gpt":0.2080577461434788,"score_spread":0.1855628613189208,"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."}}