{"id":"W2896033644","doi":"10.1016/j.exis.2018.10.001","title":"Burning the midnight oil: Examining wellbeing and vulnerability in Alberta’s oil patch","year":2018,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Midnight; Vulnerability (computing); Oil spill; Business; Natural resource economics; Political science; Geography; Economics; Environmental protection; Computer security; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034987,0.0002232783,0.0002997319,0.00002061379,0.004262694,0.00004973009,0.000175636,0.0004308777,0.00009724076],"category_scores_gemma":[0.00068414,0.000130622,0.0000431217,0.0003194971,0.0007294239,0.0002385775,0.0002248802,0.002611658,0.0000135155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404479,"about_ca_system_score_gemma":0.0003134891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009929676,"about_ca_topic_score_gemma":0.002199684,"domain_scores_codex":[0.9971486,0.001046172,0.0004809172,0.0003807239,0.0002027698,0.0007407811],"domain_scores_gemma":[0.9932628,0.005899109,0.000255478,0.0003143277,0.0001184465,0.0001498476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002112166,0.00006554237,0.5482997,0.0002652941,0.00008257178,0.000003760889,0.329808,0.000007523187,0.0002949625,0.003219641,0.01448404,0.1032577],"study_design_scores_gemma":[0.002116515,0.0001977242,0.4839592,0.001103829,0.00007914427,0.00001424969,0.3262741,0.002160336,0.0002442346,0.002032009,0.1812354,0.0005832797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615052,0.0004416068,0.00002942474,0.01657484,0.0003775375,0.0002070797,0.000003401841,0.00004019255,0.02082074],"genre_scores_gemma":[0.989175,0.0009549151,0.00009139037,0.00254982,0.0008920429,0.00008662698,0.000003316388,0.00002415391,0.006222783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667514,"threshold_uncertainty_score":0.9996893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592934252884343,"score_gpt":0.3606749769588479,"score_spread":0.3147456344300045,"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."}}