{"id":"W7026497581","doi":"","title":"After facing its biggest storm ever, Top Employer winner, Hydro Ottawa, remains resilient thanks to a connected workforce","year":2023,"lang":"en","type":"other","venue":"","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Storm; Workforce; Work (physics); Hydroelectricity","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00116415,0.0008409077,0.001344732,0.0008346628,0.0004888068,0.00002658787,0.0004846767,0.002344202,0.008750536],"category_scores_gemma":[0.0005192568,0.0006833052,0.0002241335,0.0007576927,0.00003780199,0.00007828644,0.0003782707,0.001901662,0.01302575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007398796,"about_ca_system_score_gemma":0.0007343539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01262995,"about_ca_topic_score_gemma":0.4348657,"domain_scores_codex":[0.9935019,0.001001703,0.001407823,0.001333084,0.0008620058,0.001893504],"domain_scores_gemma":[0.9961578,0.0006449809,0.0005202434,0.00144318,0.000291711,0.0009421355],"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":[0.00006264756,0.00006344858,0.003756672,0.001772294,0.0001257045,0.0001145753,0.006841368,0.000003435714,0.00001647992,0.001252415,0.983862,0.002129001],"study_design_scores_gemma":[0.0006466298,0.0001918683,0.002331453,0.008398616,0.00003200769,0.000002841689,0.005910691,0.000008449777,0.00000895703,0.00001011192,0.9816441,0.0008142521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02248236,0.006218474,0.0002086174,0.008789846,0.01221136,0.007587863,0.0006400043,0.005435881,0.9364256],"genre_scores_gemma":[0.05037744,0.0009076052,0.0001613311,0.002975235,0.003477815,0.001683263,0.00004470805,0.002063181,0.9383094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4222358,"threshold_uncertainty_score":0.9995618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08498614675147961,"score_gpt":0.411803249048277,"score_spread":0.3268171022967974,"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."}}