{"id":"W2418557002","doi":"10.2478/aoj-2010-0007","title":"Assessment of slot sizes in self-ligating brackets using electron microscopy","year":2010,"lang":"en","type":"article","venue":"Australasian Orthodontic Journal","topic":"Dental materials and restorations","field":"Dentistry","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King's College London","keywords":"Bracket; Scanning electron microscope; Mathematics; Materials science; Composite material; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007500496,0.0001692923,0.0003164305,0.0001668931,0.0001670196,0.0002224931,0.0002117903,0.0001454329,0.0003364675],"category_scores_gemma":[0.00007599376,0.0001543101,0.0001158677,0.000199819,0.00006122708,0.000319445,0.00004258373,0.0007397668,0.00001422647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000880298,"about_ca_system_score_gemma":0.0002337022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009178426,"about_ca_topic_score_gemma":0.000551024,"domain_scores_codex":[0.9982306,0.0001569108,0.0007341047,0.0001836944,0.0002997173,0.0003949706],"domain_scores_gemma":[0.9990719,0.00005736099,0.0004617599,0.0001952419,0.00008507317,0.0001286714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000006530062,0.0001274443,0.2928576,0.00002598756,0.00002776212,0.0001171403,0.00007314912,0.00003881464,0.7060112,0.0005439901,0.00002939297,0.0001409473],"study_design_scores_gemma":[0.0008066229,0.00009517437,0.9062496,0.0001428271,0.00005125822,0.002333756,0.0001617856,0.0003547293,0.08915173,0.0002700254,0.000186225,0.0001962057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966969,0.00002110942,0.0004081489,0.00005112045,0.001923402,0.0001378879,0.000007193204,0.00002438358,0.000729782],"genre_scores_gemma":[0.9539307,0.00001195696,0.04560769,0.0000126369,0.0002824418,0.000001918578,0.000003842504,0.00002659898,0.0001221989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6168595,"threshold_uncertainty_score":0.6292585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869860267047948,"score_gpt":0.3631309947482265,"score_spread":0.344432392077747,"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."}}