{"id":"W7073971510","doi":"","title":"Teaching students the repair of resin-based composite restorations - A survey of North American dental schools","year":2003,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dental education; MEDLINE; Class (philosophy); Educational measurement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002732939,0.0001049658,0.0003518294,0.0002139395,0.00055747,0.00002961532,0.000801895,0.00003228372,0.00008383058],"category_scores_gemma":[0.0003318864,0.0001016018,0.0001056884,0.0007632266,0.0008209597,0.0001671853,0.00006810208,0.0002956295,0.00002691619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002137502,"about_ca_system_score_gemma":0.0003255737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.292727,"about_ca_topic_score_gemma":0.1457037,"domain_scores_codex":[0.9961023,0.002062688,0.0002467471,0.0002583647,0.001039603,0.0002903174],"domain_scores_gemma":[0.9981107,0.0005198019,0.000314972,0.0004738513,0.0004473506,0.0001332988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002408599,0.0001468017,0.9946452,0.00005287558,0.00006286186,0.00001815271,0.0002669904,0.0005041598,0.0005002627,0.00005987392,0.002681317,0.0008205966],"study_design_scores_gemma":[0.0003229752,0.000275051,0.996082,0.00003136356,0.00002304308,0.000001207015,0.0007477705,0.0003778936,0.0001335422,0.00002206983,0.001888598,0.0000944674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979768,0.00009239003,0.0001375221,0.00006919482,0.00005401009,0.0002999353,0.0006320925,0.00001571629,0.0007222916],"genre_scores_gemma":[0.9987584,0.00001839126,0.0007853844,0.000008629559,0.000009786339,1.591496e-7,0.0001301122,0.000004410482,0.0002847196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1470233,"threshold_uncertainty_score":0.869885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066767795466594,"score_gpt":0.2913718685472675,"score_spread":0.2507041905926016,"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."}}