{"id":"W2115225290","doi":"10.2341/09-055-l","title":"Knoop Microhardness Mapping Used to Compare the Efficacy of LED, QTH and PAC Curing Lights","year":2010,"lang":"en","type":"article","venue":"Operative Dentistry","topic":"Dental materials and restorations","field":"Dentistry","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Bioethics Society; Greenfield Research (Canada); Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Knoop hardness test; Curing (chemistry); Materials science; Indentation hardness; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000808891,0.0003713477,0.0002788555,0.0006550492,0.0003090397,0.0002670573,0.0001882571,0.0002466638,0.003259032],"category_scores_gemma":[0.001080613,0.0002792535,0.0002651962,0.0002496304,0.000325591,0.0003607487,0.0002917375,0.0005032734,0.0004428215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163555,"about_ca_system_score_gemma":0.0001569969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006239914,"about_ca_topic_score_gemma":0.001428169,"domain_scores_codex":[0.9992124,0.0001291497,0.00005027916,0.0001224127,0.0004255284,0.00006023776],"domain_scores_gemma":[0.9982322,0.0009398616,0.0002014068,0.0001731762,0.0003580149,0.00009524205],"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":[0.0004950509,0.0001300501,0.002418011,0.0001135788,0.00001779301,0.00002099314,0.0001535826,0.0001814993,0.984288,0.00004571238,0.00004445622,0.01209127],"study_design_scores_gemma":[0.00002726724,0.003984805,0.06174649,0.00001047957,0.00004446776,0.0001419354,0.0002176213,0.001222625,0.9309852,0.00006879071,0.001517871,0.00003232252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921143,0.0004628867,0.00497231,0.00001501807,0.00002075044,0.00006822818,0.0000947146,0.00007195412,0.002179995],"genre_scores_gemma":[0.9857049,0.0002819367,0.01017722,0.00003076972,0.00001446256,0.00007778434,0.0001882989,0.00007231128,0.003452311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003259032,"threshold_uncertainty_score":0.01090252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000747987887017,"score_gpt":0.3235818665229035,"score_spread":0.2935743866440333,"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."}}