{"id":"W7132869110","doi":"","title":"Relationship between microgloss uniformity and surface texture of paper","year":2005,"lang":"","type":"dissertation","venue":"TSpace","topic":"Material Properties and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Dimensionless quantity; Specular reflection; Surface finish; Logarithm; Gloss (optics); Surface roughness; Scattering; Surface (topology); Profilometer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002477329,0.0004436743,0.0005887658,0.00006905377,0.0002184033,0.0001192091,0.0001752415,0.0007037905,0.0005811024],"category_scores_gemma":[0.00009124853,0.0004351574,0.00008319112,0.0001955777,0.00006968902,0.0002925882,0.00004285911,0.0005426607,0.00003406921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006109694,"about_ca_system_score_gemma":0.00007395568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000406733,"about_ca_topic_score_gemma":0.000134435,"domain_scores_codex":[0.9984859,0.00005754249,0.0005679046,0.0003343577,0.0002051404,0.0003491515],"domain_scores_gemma":[0.9990166,0.0001844747,0.0002690769,0.0002897362,0.0001168731,0.0001232805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008595198,0.000139055,0.5668482,0.05748414,0.0007284259,0.000009929377,0.1145759,0.01702097,0.2025501,0.004003697,0.001132538,0.03464752],"study_design_scores_gemma":[0.0020198,0.0002735595,0.8688352,0.004340467,0.001243181,0.00002083677,0.01312364,0.003882683,0.08050618,0.001539231,0.02102303,0.003192209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763539,0.01027989,0.00008012648,0.0003397672,0.0003015756,0.00027278,0.0000433196,0.00005412247,0.01227447],"genre_scores_gemma":[0.986423,0.0004029057,0.001060717,0.00001235469,0.0003241415,0.000002817156,0.0002429385,0.00008562057,0.01144555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3019871,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430938004117875,"score_gpt":0.2904238799780581,"score_spread":0.2661144999368793,"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."}}