{"id":"W4411658479","doi":"10.51847/vdoxnr9","title":"10.51847/VdoXnr9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tooth discoloration; Computer science; Dentistry; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006951801,0.0009150665,0.0005519186,0.001754798,0.001087749,0.002842684,0.001062528,0.002285464,0.9103583],"category_scores_gemma":[0.001125974,0.0003935444,0.0005148408,0.001236032,0.0008353071,0.00161969,0.002296416,0.001041772,0.9197968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008308016,"about_ca_system_score_gemma":0.0005859743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037809,"about_ca_topic_score_gemma":0.002061595,"domain_scores_codex":[0.9994199,0.00006249212,0.00005821974,0.0001677475,0.0001951834,0.00009646956],"domain_scores_gemma":[0.9990959,0.0001504318,0.00005962323,0.0001697232,0.000270125,0.0002541394],"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":[0.0003246827,0.000244824,0.00233455,0.0002745243,0.00001866683,0.0005653682,0.0001109785,0.0002937799,0.006843344,0.005643156,0.1074468,0.8758993],"study_design_scores_gemma":[0.00006208433,0.0001127534,0.002061938,0.0002293991,0.00001321455,0.001276394,0.0001579738,0.0003725165,0.002021151,0.001724704,0.991949,0.00001887942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004173905,0.001745417,0.003299111,0.001161756,0.001323409,0.00009772878,0.001282149,0.001356755,0.9855599],"genre_scores_gemma":[0.006875704,0.0004907057,0.001380815,0.0004090083,0.0001243415,0.00003763174,0.0008359958,0.0001676995,0.9896781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08964175,"threshold_uncertainty_score":0.1278631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522704007014518,"score_gpt":0.418725523779562,"score_spread":0.3734984837094168,"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."}}