{"id":"W4283372437","doi":"10.5594/jmi.2022.3179480","title":"Section Meetings","year":2022,"lang":"en","type":"article","venue":"SMPTE Motion Imaging Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Zoom; Metropolitan area; Library science; History; Visual arts; Engineering; Computer science; Archaeology; Art","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00218073,0.00008782553,0.0001022046,0.0001757145,0.005152988,0.00001546599,0.0001165786,0.00002009604,0.005947879],"category_scores_gemma":[0.00002317051,0.00008609157,0.00005885854,0.0001707209,0.00001490786,0.0001624358,0.0001136827,0.001310864,0.0001453024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008318398,"about_ca_system_score_gemma":0.0001528993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001080735,"about_ca_topic_score_gemma":0.000006106041,"domain_scores_codex":[0.9975715,0.000855391,0.0005180018,0.0001427654,0.0004716615,0.0004407049],"domain_scores_gemma":[0.9991217,0.00006730609,0.0003994607,0.0001078911,0.0001058526,0.0001977709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001644882,0.0002228812,0.8110858,0.0002992499,0.00002408939,0.00003174066,0.01008923,0.0004148282,0.0008295417,0.0005869677,0.1314186,0.04483259],"study_design_scores_gemma":[0.002913956,0.0002759612,0.03867876,0.0003281349,0.00003433366,0.0002485092,0.01663206,0.003145074,0.00007011334,0.003046922,0.9343333,0.000292886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984479,0.0007369832,0.01207206,0.008075264,0.03010763,0.001001045,0.00003885704,0.0002284234,0.04929178],"genre_scores_gemma":[0.9872283,0.00003020881,0.0004310548,0.007340759,0.001386401,0.00008595677,0.0000636201,0.00002159988,0.003412091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8029147,"threshold_uncertainty_score":0.9961421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304018691535402,"score_gpt":0.4074812065599004,"score_spread":0.2770793374063602,"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."}}