{"id":"W1969404585","doi":"10.1021/ie202874z","title":"Microstructure Variations in Paper Coating: Direct Observations","year":2012,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Material Properties and Processing","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FPInnovations","keywords":"Coating; Materials science; Porosity; Microstructure; Composite material; Scanning electron microscope; Coated paper; Layer (electronics); Calendering; Base (topology); Focused ion beam; Ion; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001905148,0.0002397042,0.0001598331,0.0007593007,0.0002379529,0.0003277745,0.0002085084,0.0003421778,0.001779596],"category_scores_gemma":[0.0003866536,0.000267479,0.0001526577,0.000430202,0.000328718,0.0002392636,0.0002417877,0.0005151937,0.0002677591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375755,"about_ca_system_score_gemma":0.0001093625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016191,"about_ca_topic_score_gemma":0.003272626,"domain_scores_codex":[0.999821,0.00001075831,0.00001093039,0.00005101065,0.00007754643,0.00002864442],"domain_scores_gemma":[0.9996062,0.000113368,0.00007912317,0.00005080775,0.0001124376,0.00003805393],"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":[0.00003759532,0.00001280723,0.002716165,0.00007728883,0.000008453678,0.0001321386,0.0001252338,0.0001139478,0.9932492,0.00004337065,0.00006495314,0.00341888],"study_design_scores_gemma":[0.00001738933,0.0001950611,0.2280764,0.00002498754,0.00005346524,0.001676371,0.0002289063,0.003119296,0.7634333,0.000105837,0.00304049,0.00002850354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771338,0.001808838,0.01573309,0.000050271,0.00002810239,0.00006562398,0.0008965412,0.0002957441,0.00398799],"genre_scores_gemma":[0.9887118,0.0005884494,0.008790568,0.00004382422,0.00002343568,0.00003087847,0.0003561404,0.00004691802,0.001407936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002016191,"threshold_uncertainty_score":0.005953312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175057212217541,"score_gpt":0.297164086539175,"score_spread":0.1796583653174209,"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."}}