{"id":"W2320317831","doi":"10.1021/la402074n","title":"Boundary Lubricant Polymer Films: Effect of Cross-Linking","year":2013,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Lubricant; Polymer; Acrylic acid; Materials science; Chemical engineering; Adsorption; Polymer chemistry; Copolymer; Coating; Composite material; Chemistry; Organic chemistry","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":["insufficient_payload"],"category_scores_codex":[0.0001781157,0.000128592,0.0002558565,0.00004891432,0.0001299224,0.0001115763,0.0001929966,0.00004291158,0.002762559],"category_scores_gemma":[0.00004960078,0.00009493544,0.00007329915,0.0001020343,0.0002021038,0.000307736,0.000128224,0.00007528425,0.001662215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000190413,"about_ca_system_score_gemma":0.00001474986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008350073,"about_ca_topic_score_gemma":0.000007077448,"domain_scores_codex":[0.9990133,0.00007649032,0.0002373289,0.0001962539,0.0002185505,0.0002580548],"domain_scores_gemma":[0.9993447,0.0002080689,0.0001298546,0.0002130516,0.00006236015,0.00004194528],"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":[0.0000222613,0.00001522073,0.02848232,0.00004677402,0.00001763869,0.000003049115,0.0003515166,0.000001850474,0.965912,0.00003712816,0.003789075,0.001321198],"study_design_scores_gemma":[0.0002103134,0.00006641464,0.04004198,0.00003209721,0.00001043235,0.000007711286,0.00004721384,0.00002664238,0.9577698,0.0000281171,0.001652223,0.0001070633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908996,0.001666772,0.00003205802,0.0001591673,0.000696344,0.0001266427,0.000020946,0.00010075,0.006297768],"genre_scores_gemma":[0.9970988,0.000004836832,0.0001279534,0.0001414565,0.00006874174,0.00003989763,0.000003137179,0.00001493559,0.002500262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155966,"threshold_uncertainty_score":0.9991151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111862825116423,"score_gpt":0.2965872644772483,"score_spread":0.2854686362260841,"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."}}