{"id":"W7016050130","doi":"","title":"Vancouver Consumer - Feb. 18, 2023 - Dr. Ron Zokol with BC Perio","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Population; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001942545,0.0004327951,0.0004917752,0.0001246633,0.0001202438,0.0001719285,0.000988966,0.0003523675,0.1901097],"category_scores_gemma":[0.00005957435,0.0003573701,0.0001195698,0.00002667056,0.0001644015,0.000001475796,0.0004169194,0.0003298837,0.02082006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005760795,"about_ca_system_score_gemma":0.00009386084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123855,"about_ca_topic_score_gemma":0.0083371,"domain_scores_codex":[0.997854,0.00006183638,0.0005436029,0.000404968,0.0007229446,0.0004126569],"domain_scores_gemma":[0.9980105,0.0001133004,0.0005865179,0.0009321644,0.0001573198,0.0002002083],"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":[0.00002943896,0.00002985315,0.000002596457,0.0001600154,0.00006100693,0.0000570693,0.00007149703,0.0001841413,8.45402e-8,0.00004805988,0.9942314,0.005124826],"study_design_scores_gemma":[0.0006585626,0.0001490149,0.000009953934,0.0004174648,0.00003075967,0.00004324944,0.00004171531,0.0006222973,0.000003541707,0.000009400425,0.9975535,0.0004605183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002069592,0.0002496016,0.0001355715,0.0001288281,0.0009747281,0.0004181782,0.0001566405,0.0006976487,0.9972367],"genre_scores_gemma":[0.00001669175,0.0003023502,0.007994679,0.0002305492,0.0001638881,0.00002653184,0.00009291853,0.0001826111,0.9909898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1692897,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007756999015564303,"score_gpt":0.1933496144892889,"score_spread":0.1855926154737245,"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."}}