{"id":"W4225247865","doi":"10.29173/eureka28775","title":"Featuring Daniel Graf","year":2022,"lang":"en","type":"article","venue":"Eureka","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Symphony; Dental hygiene; Violin; Art; Management; Art history; Psychology; Medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001000772,0.00004990022,0.00005301175,0.00003449013,0.0002383528,0.00001899993,0.0001189632,0.00001658111,0.001610892],"category_scores_gemma":[0.00001872992,0.00005592955,0.00002917804,0.0001905796,0.000006903044,0.00004526752,0.0001099869,0.0001467727,0.0002483405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006099451,"about_ca_system_score_gemma":0.00002112118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000259535,"about_ca_topic_score_gemma":0.00007278759,"domain_scores_codex":[0.9993474,0.00004650285,0.00009310319,0.0001307785,0.0002345115,0.0001477028],"domain_scores_gemma":[0.9997421,0.00001237621,0.0000315366,0.0001416165,0.00001738224,0.0000550234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001417127,0.0002625583,0.2566448,0.0001873541,0.00002645759,0.0008718787,0.0007987728,0.0002158018,0.001752184,0.007094633,0.6709989,0.06100502],"study_design_scores_gemma":[0.0005691769,0.00007822159,0.3278344,0.000006777162,0.00001041942,0.0002881936,0.0008679431,0.0002340311,0.0009789495,0.0004006853,0.6685612,0.0001699867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941964,0.0005882101,0.0001227202,0.00009027246,0.002908775,0.0001381529,0.00004571554,0.0001601078,0.05398203],"genre_scores_gemma":[0.9629383,0.000003276826,0.00002749055,0.000612484,0.0001166833,0.00001990474,0.00004801534,0.00001260939,0.03622121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07118963,"threshold_uncertainty_score":0.9993018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698661345963679,"score_gpt":0.2861033437896953,"score_spread":0.2691167303300585,"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."}}