{"id":"W2064921284","doi":"10.1016/j.polymertesting.2005.01.010","title":"Contact angle measurement of select compatibilizers for polymer-silicate layer nanocomposites","year":2005,"lang":"en","type":"article","venue":"Polymer Testing","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Contact angle; Montmorillonite; Wetting; Nanocomposite; Silicate; Maleic anhydride; Polymer; Sessile drop technique; Silane; Composite material; Coating; Layer (electronics); Chemical engineering; Copolymer","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"],"consensus_categories":[],"category_scores_codex":[0.0006261617,0.0003042267,0.0004782163,0.0001143729,0.0002862618,0.00008427283,0.0004244213,0.00007328373,0.0001496108],"category_scores_gemma":[0.0001423001,0.0002574616,0.0001491502,0.0002718591,0.0001050667,0.0002662068,0.00009833151,0.00008885405,0.00005105545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008896596,"about_ca_system_score_gemma":0.0001283106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009446354,"about_ca_topic_score_gemma":0.0000483372,"domain_scores_codex":[0.9976487,0.0001068176,0.000664053,0.0004639016,0.0004681181,0.0006483944],"domain_scores_gemma":[0.9984573,0.0003866888,0.000353176,0.0003778252,0.0002751818,0.0001498096],"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":[0.0001074316,0.0001492627,0.005880857,0.00008004501,0.0000313509,5.461528e-7,0.0003056427,0.0000315297,0.9801522,0.000170144,0.0002265823,0.01286439],"study_design_scores_gemma":[0.0008109778,0.0003360675,0.001028479,0.000153733,0.00007183065,0.00001445578,0.00003464664,0.001903825,0.9946678,0.00001818711,0.0006288462,0.0003312057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792384,0.01673442,0.0005148586,0.0004806028,0.0001883027,0.0005893824,0.00006971546,0.0002270745,0.001957279],"genre_scores_gemma":[0.9938352,0.000004136707,0.005264895,0.0003039277,0.0002122311,0.00008743043,0.000007510961,0.00004813495,0.0002365273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01673028,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06917242155157768,"score_gpt":0.2701856711393855,"score_spread":0.2010132495878078,"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."}}