{"id":"W2101673513","doi":"10.1111/iej.12049","title":"<scp>H</scp>y<scp>F</scp>lex nickel–titanium rotary instruments after clinical use: metallurgical properties","year":2012,"lang":"en","type":"article","venue":"International Endodontic Journal","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Austenite; Materials science; Differential scanning calorimetry; Indentation hardness; Scanning electron microscope; Vickers hardness test; Metallurgy; Composite material; Microstructure; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001228774,0.0006249596,0.0007699786,0.000381818,0.0003110614,0.0008282384,0.0009929249,0.0003787728,0.0006204459],"category_scores_gemma":[0.003187785,0.000483416,0.0009632589,0.0002099897,0.0002538687,0.001942635,0.0004888976,0.001456395,0.002101533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616201,"about_ca_system_score_gemma":0.0001947755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008147172,"about_ca_topic_score_gemma":0.00006576949,"domain_scores_codex":[0.9940382,0.0004482754,0.0017385,0.0005958517,0.001963104,0.001216111],"domain_scores_gemma":[0.9961397,0.001103203,0.0007324743,0.0004994179,0.0005663951,0.0009587863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001417541,0.002135026,0.9355507,0.00003789122,0.004192461,0.001988463,0.0004570208,0.00005472835,0.0004047778,0.001650254,0.05136635,0.002020537],"study_design_scores_gemma":[0.0047992,0.0002548951,0.4730653,0.0002887571,0.0005637337,0.006081754,0.0005182884,0.0006469364,0.0007057431,0.0003800128,0.5124778,0.000217599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670017,0.001914671,0.0009377832,0.0002217024,0.01350512,0.0003431061,0.00011719,0.00009213136,0.01586655],"genre_scores_gemma":[0.9287454,0.0005474421,0.002247145,0.0006590691,0.003627155,0.00005731753,0.00006137983,0.0001109881,0.06394407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4624855,"threshold_uncertainty_score":0.9997618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06131938107569386,"score_gpt":0.3194585275831586,"score_spread":0.2581391465074648,"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."}}