{"id":"W6921453406","doi":"10.6084/m9.figshare.c.4354598","title":"Factors associated with the health status of childcare workers in southern Alberta, Canada","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Occupational safety and health; Child care; Public health; Survey data collection","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":[],"category_scores_codex":[0.00001655419,0.0001302859,0.0001687492,0.00005544928,0.00001658253,0.00002015128,0.0004204517,0.00005550377,0.003140818],"category_scores_gemma":[0.00009705831,0.0000847725,0.00002129878,0.0002125277,0.000002045565,0.00001656384,0.00005164432,0.0001437036,0.00001934632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950532,"about_ca_system_score_gemma":0.001801513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7028639,"about_ca_topic_score_gemma":0.9315931,"domain_scores_codex":[0.9992641,0.0000167562,0.00009160715,0.000154958,0.0002173771,0.0002552136],"domain_scores_gemma":[0.9993449,0.000128664,0.0001663941,0.0002711189,0.00002652367,0.00006237286],"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":[2.244907e-7,0.00000744694,0.002777511,0.00007202502,0.00003534798,3.103773e-7,0.001060061,0.002926909,9.035612e-9,0.00002616676,0.9929345,0.0001594329],"study_design_scores_gemma":[0.0002942707,0.00005166265,0.1048988,0.01076246,0.000005142942,2.33713e-7,0.002037532,0.001983702,9.894827e-7,0.000002588774,0.8793935,0.0005691316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001202636,0.007300559,0.000187983,0.00457913,0.001575425,0.002852893,0.570837,0.0002911921,0.4111731],"genre_scores_gemma":[0.1494685,0.00001129647,0.0003258493,0.0009955538,0.0001857902,0.0001251042,0.1339684,0.0007404602,0.7141791],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4368687,"threshold_uncertainty_score":0.9977704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690267325285228,"score_gpt":0.2216377456222079,"score_spread":0.1947350723693556,"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."}}