{"id":"W2433433083","doi":"10.1016/j.dental.2016.05.010","title":"Role of the beam profile and sample geometry in the bonded-disk method on the shrinkage kinetics of two dental resins","year":2016,"lang":"en","type":"article","venue":"Dental Materials","topic":"Dental materials and restorations","field":"Dentistry","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Shrinkage; Materials science; Composite material; Viscoelasticity; Beam (structure); Rigidity (electromagnetism); Curing (chemistry); Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006501117,0.000163748,0.0002712161,0.00006484345,0.00009706602,0.00009745829,0.0004908283,0.00007859944,0.0007868232],"category_scores_gemma":[0.0002293743,0.00006794465,0.00007429804,0.0001766558,0.0002290796,0.00008683003,0.0002807466,0.00006004997,0.00004676671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003275701,"about_ca_system_score_gemma":0.0000122484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006508507,"about_ca_topic_score_gemma":0.0004617606,"domain_scores_codex":[0.9982457,0.0004631536,0.0005059487,0.0002077194,0.0003771313,0.0002003231],"domain_scores_gemma":[0.9986381,0.0005210498,0.0002853514,0.0004999442,0.00002735064,0.00002818434],"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":[0.00006549546,0.0001589419,0.008627356,0.00002835683,0.0000177085,0.000003902391,0.0001694184,8.9007e-7,0.9844623,0.006082865,0.0002242465,0.0001584793],"study_design_scores_gemma":[0.0004620994,0.00006947208,0.2016505,0.0000859314,0.00002103428,0.00004629081,0.0006907803,6.386254e-7,0.7943807,0.002313087,0.0002003028,0.00007908136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965015,0.00006389899,0.00002028527,0.0001305617,0.0007742279,0.000587548,0.001456622,0.00001144786,0.0004539235],"genre_scores_gemma":[0.9992789,0.00001622762,0.000251183,0.0000901833,0.00011365,0.00005076879,0.00001636942,0.00002145208,0.0001612655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1930232,"threshold_uncertainty_score":0.8615162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468837143437512,"score_gpt":0.2873891997466439,"score_spread":0.2727008283122688,"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."}}