{"id":"W4224132293","doi":"10.15331/jdsm.7234","title":"What About Us?","year":2022,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.005151516,0.0004716314,0.0007014223,0.001873786,0.01023555,0.009285451,0.0008853716,0.00641727,0.03600265],"category_scores_gemma":[0.03029023,0.000311017,0.0009146733,0.001413134,0.008474951,0.008825041,0.003800493,0.01500128,0.01143622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004289071,"about_ca_system_score_gemma":0.01239699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01823343,"about_ca_topic_score_gemma":0.04524639,"domain_scores_codex":[0.9958069,0.00178451,0.0002201386,0.0002795447,0.001084032,0.0008248154],"domain_scores_gemma":[0.9854579,0.002720922,0.0009159491,0.0004535075,0.003967539,0.006484154],"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":[0.00002961899,0.0000833728,0.008330469,0.0002500601,0.00004628074,0.0003855882,0.006491297,0.00001340324,0.0001066639,0.01067746,0.8887848,0.08480097],"study_design_scores_gemma":[0.00001931705,0.000041874,0.005066086,0.001664245,0.00005282477,0.001256733,0.03270106,0.00002491233,0.00008363192,0.01775212,0.9412833,0.00005393661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002604508,0.02374299,0.0001648216,0.9258025,0.01863959,0.00001143784,0.00009530485,0.00003589929,0.02890298],"genre_scores_gemma":[0.09029247,0.04987768,0.00069729,0.7937824,0.01695738,0.00008158823,0.0002501106,0.000121372,0.04793978],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03600265,"threshold_uncertainty_score":0.1204409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303693525480311,"score_gpt":0.2852104496972457,"score_spread":0.2721735144424426,"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."}}