{"id":"W4378189730","doi":"10.1016/j.porgcoat.2023.107673","title":"Physico-mechanical characterisation of basecoats for tailored UV-cured multilayered wood coating systems","year":2023,"lang":"en","type":"article","venue":"Progress in Organic Coatings","topic":"Dental materials and restorations","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Université Laval","funders":"","keywords":"Materials science; Composite material; Scratch; Coating; Durability; Indentation; Lacquer; Curing (chemistry); Modulus; Elastic modulus; Nanoindentation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001964016,0.000263275,0.0002018977,0.0002285612,0.0002203213,0.0003125789,0.0001582163,0.0002626417,0.001072273],"category_scores_gemma":[0.0004220631,0.00016221,0.0001613577,0.0001875578,0.0001370731,0.0001756735,0.0001164226,0.0003194794,0.0001952939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811167,"about_ca_system_score_gemma":0.0001203441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007281465,"about_ca_topic_score_gemma":0.001834448,"domain_scores_codex":[0.9998355,0.00001418378,0.0000113879,0.00003184069,0.00007043326,0.00003662242],"domain_scores_gemma":[0.9998274,0.00003684127,0.00003737574,0.00001561038,0.00005931627,0.00002340269],"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":[0.00002030286,0.000005233934,0.000082803,0.00001963572,0.000003042733,0.00001584098,0.00001772403,0.00005221179,0.9990522,0.00000717445,0.00001114357,0.0007126736],"study_design_scores_gemma":[0.000002823564,0.0001192062,0.003511316,0.000004523706,0.00001104257,0.00002816554,0.0000302743,0.0004448473,0.995246,0.000005106109,0.0005929872,0.000003663832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959675,0.001263726,0.001785568,0.00001506353,0.00002214169,0.00002019634,0.0001199467,0.00003318848,0.0007727459],"genre_scores_gemma":[0.9959829,0.0006128217,0.002204971,0.00001726843,0.0000062849,0.00002102507,0.0001358505,0.00002441394,0.0009944527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001072273,"threshold_uncertainty_score":0.003587186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886998899265568,"score_gpt":0.3008807112105668,"score_spread":0.2720107222179111,"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."}}