{"id":"W2063136785","doi":"10.1016/j.aodf.2007.04.020","title":"Continuing Professional Development: The Eastman Experience","year":2007,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Harmony (color); Verifiable secret sharing; Continuing education; Continuing professional development; Dental education; Professional development; Medical education; Political science; Medicine; Computer science; Art; Visual arts; Set (abstract data type)","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":[0.01378261,0.0002764082,0.0002609494,0.001183696,0.006698582,0.007688725,0.0007145198,0.002154581,0.01593109],"category_scores_gemma":[0.01011936,0.000437783,0.0001874809,0.001689536,0.004297055,0.005846374,0.004290624,0.004222337,0.001597333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00571784,"about_ca_system_score_gemma":0.01571156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178249,"about_ca_topic_score_gemma":0.0475516,"domain_scores_codex":[0.9960951,0.001728449,0.0002886634,0.000257053,0.0009034977,0.000727185],"domain_scores_gemma":[0.98357,0.004449517,0.0009653967,0.0006072238,0.001776929,0.008630851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003116576,0.0007853318,0.02504158,0.0004990749,0.00002771738,0.001645196,0.09290211,0.0001483218,0.0008683293,0.08545082,0.270435,0.5218849],"study_design_scores_gemma":[0.00002882094,0.0001893921,0.02061388,0.0009101502,0.00001175744,0.001037339,0.04305432,0.0001222623,0.0004633816,0.003496118,0.9300445,0.00002803389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2947662,0.1294342,0.002355919,0.3789879,0.007117973,0.00008828925,0.00008188987,0.0001017169,0.1870659],"genre_scores_gemma":[0.6625353,0.09200089,0.003931148,0.03674649,0.001551957,0.00008484288,0.00006623071,0.0001456578,0.2029375],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01593109,"threshold_uncertainty_score":0.07289028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700179953277247,"score_gpt":0.5049836231331728,"score_spread":0.4349656278054481,"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."}}