{"id":"W7001334790","doi":"","title":"International Symposium White Paper: Principal Work–life Balance and Well-being Matters","year":2017,"lang":"en","type":"report","venue":"UCL Discovery (University College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Globe; Work (physics); Balance (ability); Face (sociological concept); Psychological intervention; White (mutation); Scale (ratio)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008653798,0.001064851,0.0008243635,0.001064906,0.007506537,0.01035644,0.001511007,0.007925132,0.05731108],"category_scores_gemma":[0.01346797,0.0007160416,0.0007965933,0.001879227,0.002720291,0.004459006,0.007131827,0.008018674,0.01867453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004458326,"about_ca_system_score_gemma":0.01272476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01895196,"about_ca_topic_score_gemma":0.0380588,"domain_scores_codex":[0.9961811,0.0009154823,0.0001735564,0.0008123213,0.001144589,0.0007730359],"domain_scores_gemma":[0.9864201,0.003149593,0.0006688421,0.0006867233,0.003702278,0.005372455],"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":[0.00003727023,0.00001745966,0.0006490767,0.0001028856,0.000006383905,0.00004147652,0.001279029,0.00001992864,0.00006775458,0.005579562,0.9818116,0.01038754],"study_design_scores_gemma":[0.00001097348,0.00002245664,0.0026076,0.0004047866,0.000008089041,0.00002974343,0.002348051,0.00002360586,0.0000851372,0.001539836,0.9929052,0.0000146335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006291985,0.01911931,0.0008951719,0.6272909,0.1672874,0.0002105172,0.003507313,0.0001145666,0.1752829],"genre_scores_gemma":[0.08346795,0.02912948,0.001745294,0.1119791,0.0646036,0.0007593786,0.006740884,0.0005889875,0.7009853],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05731108,"threshold_uncertainty_score":0.1917247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010214621365993,"score_gpt":0.2208001642740336,"score_spread":0.2106980180603736,"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."}}