{"id":"W2907879063","doi":"10.1016/j.dental.2018.12.001","title":"Reporting of light irradiation conditions in 300 laboratory studies of resin-composites","year":2018,"lang":"en","type":"article","venue":"Dental Materials","topic":"Dental materials and restorations","field":"Dentistry","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Irradiance; Materials science; Light energy; Composite material; Irradiation; Resin composite; Curing (chemistry); Radiant energy; Composite number; Optics; Radiation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005648035,0.0007908673,0.0004590068,0.001406608,0.001418105,0.001242633,0.0008750603,0.001286865,0.002518912],"category_scores_gemma":[0.008483582,0.0004848403,0.0008975313,0.001083254,0.001283108,0.000556725,0.0009681567,0.0006783379,0.0007065578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284162,"about_ca_system_score_gemma":0.001048717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119467,"about_ca_topic_score_gemma":0.001822834,"domain_scores_codex":[0.9936649,0.002541641,0.0009953582,0.0008478564,0.001650555,0.0002997413],"domain_scores_gemma":[0.9809583,0.0107349,0.003121996,0.002356218,0.002524558,0.000303972],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002241222,0.0004733624,0.03047277,0.00153696,0.0001388318,0.0008163197,0.001723607,0.0001936698,0.9303995,0.0003988992,0.0005171195,0.03108768],"study_design_scores_gemma":[0.00002534674,0.001911924,0.0305342,0.0001321532,0.0002187698,0.001114328,0.0008517864,0.00009677825,0.9593608,0.0001865512,0.005535747,0.00003149187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640954,0.01083674,0.01254338,0.0002627329,0.000126416,0.0004396387,0.0005456099,0.0002155168,0.01093463],"genre_scores_gemma":[0.9788507,0.004416957,0.01201129,0.0003746811,0.00009083431,0.0003194074,0.0007352754,0.0001469679,0.003054062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.994352,"threshold_uncertainty_score":0.02987003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984069710403125,"score_gpt":0.3419303710720629,"score_spread":0.3120896739680316,"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."}}