{"id":"W2607366736","doi":"10.1021/acsami.7b04154","title":"Mechanical Force Sensitive Acrylic Latex Coating","year":2017,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polydiacetylene-based materials and applications","field":"Chemistry","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Materials science; Methyl methacrylate; Copolymer; Methacrylate; Acrylate; Polymer chemistry; Coating; Chemical engineering; Ethyl acrylate; Polymer; Emulsion; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003343587,0.0003610528,0.0005151457,0.00002816964,0.0007200955,0.0007905192,0.0007718998,0.000251369,0.001455763],"category_scores_gemma":[0.00008163394,0.0003360272,0.00002996628,0.00002309399,0.0001786941,0.0001784309,0.0005741724,0.0001400886,0.0005317713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000569832,"about_ca_system_score_gemma":0.00003821241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001811134,"about_ca_topic_score_gemma":0.0000218207,"domain_scores_codex":[0.998134,0.00002052093,0.0005308214,0.0005817479,0.0002107256,0.0005222035],"domain_scores_gemma":[0.9980507,0.00009753605,0.0005798267,0.001101593,0.00006331408,0.0001069603],"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":[0.0001085266,0.00004451743,0.000003685132,0.0000925532,0.00005240091,0.000003865116,0.0001175346,0.000003618271,0.9881488,0.01010003,0.0002791968,0.001045256],"study_design_scores_gemma":[0.0005513564,0.00001484529,0.00003917301,0.00008829332,0.0000502214,0.000008767774,0.0002176794,0.000001837865,0.9954552,0.002663961,0.0005326061,0.0003760472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789973,0.00001852358,0.00006022828,0.0003662004,0.0003038974,0.000207158,0.0004038518,0.0002328221,0.01940996],"genre_scores_gemma":[0.9974516,0.00004882509,0.00048423,0.0001588904,0.0004921918,0.0002265302,0.00008060381,0.00007212965,0.0009850134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845423,"threshold_uncertainty_score":0.9999092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183651208313309,"score_gpt":0.2682059640138267,"score_spread":0.2498408431824958,"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."}}