{"id":"W1985968590","doi":"10.1179/1465313314y.0000000096","title":"Investigation into the effects of stainless steel ligature ties on the mechanical characteristics of conventional and self-ligated brackets subjected to torque","year":2014,"lang":"en","type":"article","venue":"Journal of Orthodontics","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ligature; Torque; Materials science; Orthodontics; Composite material; Medicine; Surgery; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002166257,0.0002236339,0.0005758093,0.0001477804,0.0001377353,0.00008807638,0.0003409399,0.0002148434,0.00001026781],"category_scores_gemma":[0.003909332,0.0001366544,0.0002132039,0.0003265419,0.0001751155,0.0001139846,0.0001309425,0.0005421069,0.000003089454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003924072,"about_ca_system_score_gemma":0.000152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001762871,"about_ca_topic_score_gemma":0.00006872547,"domain_scores_codex":[0.9970531,0.0006670032,0.001034244,0.0001675792,0.0008752035,0.0002028073],"domain_scores_gemma":[0.9953313,0.001805831,0.001329392,0.0003442925,0.0009990964,0.0001901239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009989778,0.0006496658,0.6764903,0.001647391,0.00111231,0.0001184528,0.006708305,0.00003032434,0.1703168,0.1352734,0.002272902,0.004381152],"study_design_scores_gemma":[0.001427788,0.001633857,0.9129861,0.0008224404,0.0005842205,0.0000886395,0.0003816511,0.0005776601,0.07581909,0.001805646,0.003566973,0.0003059345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950681,0.0001384191,0.002457686,0.0007765675,0.001162433,0.0003227133,0.00001984901,0.00001363628,0.00004053675],"genre_scores_gemma":[0.996175,0.000131273,0.002737798,0.0004859504,0.0003046365,0.000003370341,0.000006999738,0.0000287113,0.000126286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364958,"threshold_uncertainty_score":0.5572605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202830367798029,"score_gpt":0.2503501247183122,"score_spread":0.2383218210403319,"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."}}