{"id":"W2326136030","doi":"10.1021/la201773e","title":"Deposition and Photopolymerization of Phase-Separated Perfluorotetradecanoic Acid–10,12-Pentacosadiynoic Acid Langmuir–Blodgett Monolayer Films","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Polydiacetylene-based materials and applications","field":"Chemistry","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Diacetylene; Photopolymer; Monolayer; Langmuir–Blodgett film; Fluorescence; Photochemistry; Thin film; Substrate (aquarium); Chemistry; Deposition (geology); Pulmonary surfactant; Phase (matter); Materials science; Chemical engineering; Polymerization; Organic chemistry; Polymer; Nanotechnology; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005408769,0.0002121018,0.0002600533,0.00006186758,0.0001204256,0.00003216466,0.0001636356,0.0001610297,0.004358867],"category_scores_gemma":[0.00001562703,0.0002055453,0.00006438487,0.0001235969,0.00006348843,0.000138284,0.00004204621,0.00008805285,0.00006381554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002341019,"about_ca_system_score_gemma":0.00003281696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083349,"about_ca_topic_score_gemma":0.0000154845,"domain_scores_codex":[0.9989442,0.00002507471,0.0003232319,0.0003092243,0.000142199,0.0002561239],"domain_scores_gemma":[0.9993306,0.00001829821,0.0001783189,0.0003075272,0.00003856741,0.0001266204],"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":[0.0001074231,0.000232971,0.0003837882,0.0001202312,0.00003917124,0.000003426876,0.0004165815,4.528147e-7,0.9965742,0.0002132364,0.0008390981,0.00106942],"study_design_scores_gemma":[0.001137384,0.00006831498,0.000607717,0.00003844403,0.00008304206,0.00001507604,0.00008616171,0.0002835188,0.9961399,0.00004112213,0.001274482,0.0002248573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851373,0.0007737615,0.0002546412,0.000041804,0.00005298184,0.000150412,0.000281871,0.0001205487,0.01318663],"genre_scores_gemma":[0.9978188,0.00006927437,0.0007533261,0.00008377746,0.00008524497,0.0001125715,0.0004536901,0.0000398909,0.0005834313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268144,"threshold_uncertainty_score":0.9965513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316750132928442,"score_gpt":0.2461654285618945,"score_spread":0.2229979272326101,"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."}}