{"id":"W2008169379","doi":"10.1021/la8016936","title":"In Situ Polymerization of Molecular Macroclusters on a Silica Surface: Poly(<i>N</i>-isopropylacrylamide) Nanofilms","year":2008,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Polymerization; Monomer; Adsorption; Cyclohexane; Polymer chemistry; Materials science; In situ polymerization; Poly(N-isopropylacrylamide); Chemical engineering; Fourier transform infrared spectroscopy; Chemistry; Copolymer; Polymer; Organic chemistry; Composite material","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":[0.0001104703,0.0001830641,0.0003061124,0.0001152427,0.00008734033,0.00001311103,0.0002002697,0.00007209318,0.0001926812],"category_scores_gemma":[0.00003796958,0.0001695079,0.00006840868,0.0003310203,0.0001515455,0.0001977665,0.00008646886,0.00009280603,0.000254239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005340583,"about_ca_system_score_gemma":0.00003420433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003379606,"about_ca_topic_score_gemma":0.00004617712,"domain_scores_codex":[0.9985633,0.00009925014,0.0003616267,0.0003170982,0.0003447123,0.0003140065],"domain_scores_gemma":[0.9994074,0.00006988128,0.0001616078,0.0002673177,0.00004575851,0.00004808445],"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":[0.0001022718,0.00009067598,0.001555704,0.00001863165,0.000009213516,0.00007006953,0.001161813,0.0001105142,0.9960983,0.0001476845,0.000507567,0.0001275196],"study_design_scores_gemma":[0.0003927738,0.00007348184,0.004550321,0.00003103726,0.000005629273,0.00003105799,0.0001400301,0.00004056854,0.9940621,0.00002503195,0.0004800736,0.0001678696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932751,0.0008464046,0.0001311339,0.0007495797,0.0003608406,0.000154151,0.00002605486,0.00007687191,0.004379838],"genre_scores_gemma":[0.9979331,0.00003014236,0.0004166098,0.0006516259,0.00002493444,0.00001169425,0.000005894429,0.00002476836,0.0009011993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004658006,"threshold_uncertainty_score":0.691233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243890507061337,"score_gpt":0.2537171206665758,"score_spread":0.2412782155959624,"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."}}