{"id":"W7077869629","doi":"10.2196/76907","title":"Comparative Evaluation of Sonic and Ultrasonic Activation of 3 Post Space Irrigants on Push-Out Bond Strength of Fiber Posts Luted With Dual-Cure Resin Cement: Protocol for an In Vitro Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Bond strength; Ultrasonic sensor; Fiber; Epoxy; Materials testing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606189,0.0007591593,0.0004824127,0.0003535375,0.0003492469,0.000258816,0.0004136862,0.0005125952,0.002381416],"category_scores_gemma":[0.0009352713,0.0005081672,0.0009297759,0.0004727595,0.0005340773,0.0003068557,0.0003132534,0.0006522027,0.0003431629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291503,"about_ca_system_score_gemma":0.0005137993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004657213,"about_ca_topic_score_gemma":0.0009711925,"domain_scores_codex":[0.9990982,0.0002318948,0.0001918492,0.0001574812,0.0002131267,0.0001074937],"domain_scores_gemma":[0.9988492,0.0005350909,0.0001678222,0.00009978282,0.0002657282,0.00008244902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001112008,0.0007459141,0.0008541441,0.0002312461,0.00002661963,0.00009003914,0.0002987953,0.0000924805,0.9929777,0.00006341736,0.00004632166,0.003461341],"study_design_scores_gemma":[0.0002221788,0.03026762,0.01946721,0.00004494583,0.0003794188,0.0002413776,0.0003045661,0.0005424264,0.9455153,0.00009001215,0.002879278,0.0000457668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9896249,0.00234873,0.005556347,0.00004865688,0.00009199226,0.001037764,0.0001969692,0.00002420471,0.001070481],"genre_scores_gemma":[0.9601484,0.003990832,0.02834219,0.0001630388,0.0001378035,0.003365761,0.000811414,0.00003218195,0.003008354],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.002381416,"threshold_uncertainty_score":0.008494496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2272158947373928,"score_gpt":0.5177604560404026,"score_spread":0.2905445613030098,"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."}}