{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001559553,0.0001604093,0.0004336553,0.0003462897,0.0001933785,0.00003180044,0.0005103141,0.00002768756,0.01179606],"category_scores_gemma":[0.0001675789,0.0001230526,0.0001550083,0.0005803884,0.0001570778,0.0007301653,0.0002348524,0.0007365487,0.0003185036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006085642,"about_ca_system_score_gemma":0.00003756664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002934204,"about_ca_topic_score_gemma":0.00002123568,"domain_scores_codex":[0.9967495,0.0001905786,0.0007571919,0.0001316446,0.00189078,0.0002802833],"domain_scores_gemma":[0.9985038,0.00008352879,0.0008167744,0.0001928263,0.0001014126,0.0003016396],"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":[0.002517857,0.001504252,0.2888269,0.00004540198,0.0009171847,0.009760313,0.006732016,0.002581078,0.09158886,0.0002453413,0.5524505,0.04283026],"study_design_scores_gemma":[0.01894269,0.007663494,0.1793064,0.000676934,0.0008978583,0.04272353,0.04336516,0.0006594206,0.001664757,0.0008689149,0.7025898,0.0006410218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809214,0.008294246,0.00002631695,0.002349828,0.005951396,0.0001087113,0.000004969021,0.00002102314,0.002322107],"genre_scores_gemma":[0.9959326,0.0002138452,0.00009000636,0.001682313,0.001359963,0.00000381636,0.000008042771,0.00005941886,0.0006499967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501393,"threshold_uncertainty_score":0.9891073,"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."}}