{"id":"W3042554792","doi":"10.26443/ijwpc.v7i2.247","title":"Vulnerability; a breath of fresh air","year":2020,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Vulnerability (computing); Work (physics); Medical education; Engineering ethics; Psychology; Medicine; Computer science; Engineering; Computer security; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005286183,0.0004591465,0.001044841,0.001398187,0.01243892,0.01176282,0.001209171,0.005601071,0.008382772],"category_scores_gemma":[0.01406547,0.0004671238,0.0005274304,0.001003072,0.02985335,0.01465169,0.01266543,0.01539821,0.001261089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003473825,"about_ca_system_score_gemma":0.005571008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006214168,"about_ca_topic_score_gemma":0.008409192,"domain_scores_codex":[0.9944998,0.003159281,0.0001258734,0.0005229913,0.0009507251,0.0007413538],"domain_scores_gemma":[0.9914235,0.004018093,0.001212629,0.0004806101,0.0008320612,0.002033174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001016021,0.0001269767,0.01286787,0.0008886892,0.0001128408,0.005160207,0.6195561,0.0001235935,0.001399312,0.1928299,0.1001121,0.06672079],"study_design_scores_gemma":[0.00001501916,0.0001125862,0.005384599,0.002610408,0.00003379965,0.005757029,0.5039825,0.0001234302,0.0003591112,0.1090452,0.3724711,0.0001052577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08909961,0.06976356,0.004427737,0.7537789,0.009694379,0.00004467593,0.0001659338,0.0001064697,0.07291871],"genre_scores_gemma":[0.8460925,0.03495137,0.002486728,0.09584438,0.00446079,0.0000665136,0.00007751321,0.0001629126,0.01585729],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01243892,"threshold_uncertainty_score":0.02804315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0691733999812268,"score_gpt":0.4269770528618905,"score_spread":0.3578036528806637,"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."}}