{"id":"W7037658971","doi":"","title":"2023 Employment Outlook, Alzheimer's Awareness Month, and Heart Health.","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Nothing; Work (physics); Economic shortage; Action (physics); Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001343681,0.0002073644,0.0003717971,0.0001112362,0.0002709567,0.00007715952,0.000253598,0.0002673167,0.1451839],"category_scores_gemma":[0.0005956742,0.0002122602,0.00009700745,0.00001874755,0.0002973217,3.399489e-7,0.0000820972,0.0002240831,0.005707969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009550363,"about_ca_system_score_gemma":0.0004734258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2035901,"about_ca_topic_score_gemma":0.08910366,"domain_scores_codex":[0.9977489,0.0003401551,0.0004465402,0.0002131722,0.0007826277,0.0004686202],"domain_scores_gemma":[0.9984887,0.0004359334,0.0003076547,0.0002314353,0.0001642712,0.0003720172],"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":[0.00001524655,0.00002734176,0.00001733187,0.0001116618,0.00006088296,0.00000224707,0.000852234,0.000007255876,2.197723e-8,0.0002070628,0.9910241,0.007674596],"study_design_scores_gemma":[0.000176405,0.00008704024,0.0001111638,0.0002040338,0.00001917712,0.000003247404,0.001254089,0.00000140022,9.299748e-7,0.00004922348,0.9979042,0.0001890879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001953333,0.002326626,3.012253e-7,0.004120109,0.0005451431,0.0006138308,0.0001347798,0.0002252904,0.9920144],"genre_scores_gemma":[0.00005498396,0.003551027,0.001466083,0.0004415455,0.0003551512,0.000050099,0.00005964538,0.0001230798,0.9938984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.139476,"threshold_uncertainty_score":0.9950662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615168594869535,"score_gpt":0.3334269230804283,"score_spread":0.2972752371317329,"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."}}