{"id":"W4253404089","doi":"10.1007/978-3-319-73568-9_103","title":"Effective Stress","year":2018,"lang":"en","type":"book-chapter","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stress (linguistics); Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004124127,0.0005001606,0.0002211849,0.0003854248,0.0007359297,0.001504043,0.0005826312,0.0006265793,0.0494702],"category_scores_gemma":[0.0006981665,0.0001087507,0.0002142025,0.000296227,0.0009402668,0.001278545,0.001487342,0.001514008,0.01093955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365852,"about_ca_system_score_gemma":0.000976597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004937826,"about_ca_topic_score_gemma":0.001107328,"domain_scores_codex":[0.9998003,0.00004174227,0.000008245559,0.00003581492,0.00008166709,0.00003234674],"domain_scores_gemma":[0.9997929,0.00003185695,0.00001533975,0.00004024623,0.00005856217,0.0000610862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005624574,0.0001813546,0.0004680415,0.0004215635,0.0000158149,0.0001077311,0.001937055,0.0001466825,0.003488471,0.1609708,0.2120854,0.6201209],"study_design_scores_gemma":[0.00001012008,0.00007308384,0.001957948,0.0003838842,0.00001248951,0.0002168027,0.0009806254,0.00009007298,0.001214013,0.05920252,0.9358485,0.000009928227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008621892,0.01529403,0.01682752,0.01730546,0.005682821,0.0001272229,0.0003547165,0.0004502145,0.9353361],"genre_scores_gemma":[0.1873405,0.0248664,0.0116586,0.007653399,0.002804744,0.0003063452,0.0006780387,0.000241493,0.7644504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0494702,"threshold_uncertainty_score":0.1654943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026442654464914,"score_gpt":0.3194870320934476,"score_spread":0.2992226055487984,"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."}}