{"id":"W2170723266","doi":"10.1353/hcr.2006.0024","title":"What Does Vulnerability Mean?","year":2006,"lang":"en","type":"article","venue":"The Hastings Center Report","topic":"Empathy and Medical Education","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"McMaster University","keywords":"Meaning (existential); Vulnerability (computing); Feeling; Humanity; Sociology; Morality; Social psychology; Psychology; Environmental ethics; Criminology; Law; Political science; Computer security; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009228113,0.00009589307,0.0001555571,0.00002198376,0.0001040677,0.0000383499,0.00006493817,0.00004683375,0.0002022921],"category_scores_gemma":[0.0004743238,0.00004721263,0.00008123134,0.00008793345,0.000126649,0.0001348805,0.0000320649,0.0002070173,0.00003274848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004944723,"about_ca_system_score_gemma":0.00008255959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001982002,"about_ca_topic_score_gemma":0.00003818651,"domain_scores_codex":[0.9988778,0.00003564536,0.0003543994,0.000225809,0.000303994,0.0002023671],"domain_scores_gemma":[0.9991685,0.00006462338,0.000145432,0.0004238418,0.0001066659,0.00009090413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007881525,0.007468886,0.7051417,0.0009282831,0.000299286,0.00301347,0.1076784,0.00001828229,0.01817431,0.001433967,0.07602341,0.07903183],"study_design_scores_gemma":[0.00404832,0.0003675169,0.5566235,0.001682627,0.0005293565,0.0150188,0.03992434,0.0002225254,0.04730297,0.01304872,0.3205515,0.0006798237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789287,0.000111373,0.0001878198,0.01048208,0.001698509,0.0002582024,7.993746e-7,0.00008252096,0.008250018],"genre_scores_gemma":[0.9871958,0.00001197269,0.0001733081,0.001082673,0.0007943664,0.00001860794,0.00005350287,0.00001132082,0.01065839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2445281,"threshold_uncertainty_score":0.2214956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011586388266899,"score_gpt":0.3036224178154747,"score_spread":0.2835065539328057,"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."}}