{"id":"W2149516284","doi":"10.1016/j.dental.2011.08.490","title":"Shade variations for one standard layering technique among multiple operators","year":2011,"lang":"en","type":"article","venue":"Dental Materials","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Layering; Materials science; Optics; Physics; Botany; Biology","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":[0.001439554,0.000708444,0.0005400512,0.0007622416,0.0007176131,0.001026056,0.001105138,0.0006239286,0.005722146],"category_scores_gemma":[0.00379482,0.0003578233,0.001058282,0.0006957726,0.0005979776,0.001121209,0.001273576,0.001039306,0.0005869052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585493,"about_ca_system_score_gemma":0.000638577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178798,"about_ca_topic_score_gemma":0.002563807,"domain_scores_codex":[0.9986646,0.0001821203,0.00006431121,0.0002479226,0.0007165364,0.0001244717],"domain_scores_gemma":[0.997533,0.0006440728,0.0001543074,0.0009510834,0.0005961229,0.0001213408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00138072,0.0003792669,0.005055231,0.0002667936,0.0001600712,0.0002428262,0.0006744426,0.02943659,0.3207583,0.02040534,0.004228598,0.617012],"study_design_scores_gemma":[0.0001221541,0.0007448198,0.02239581,0.00005008109,0.0003600413,0.001784951,0.0003939698,0.5495667,0.3770677,0.02493882,0.02233596,0.0002389848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1618621,0.0003805162,0.8251719,0.0001855403,0.0002121543,0.00007488752,0.0001239831,0.004066488,0.00792257],"genre_scores_gemma":[0.5301341,0.0001446854,0.4616893,0.0000915476,0.00005329708,0.00004661777,0.0001726163,0.001690305,0.005977591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005722146,"threshold_uncertainty_score":0.01914245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563477406615142,"score_gpt":0.2293764139023246,"score_spread":0.2137416398361732,"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."}}