{"id":"W4399921681","doi":"10.26443/ijwpc.v11i2.450","title":"black, white and grey of embracing vulnerability","year":2024,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Vulnerability (computing); Geography; Computer science; Computer security; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001580969,0.0006418243,0.0004844361,0.001553419,0.004837038,0.004319002,0.0007386844,0.002084655,0.02340436],"category_scores_gemma":[0.005702741,0.0002835342,0.0003049219,0.0006949545,0.01087469,0.005038621,0.004649672,0.005019251,0.004427121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852196,"about_ca_system_score_gemma":0.002738169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007029054,"about_ca_topic_score_gemma":0.01012374,"domain_scores_codex":[0.998203,0.0006415487,0.00005410887,0.0002922903,0.000440348,0.0003685921],"domain_scores_gemma":[0.9984957,0.0003490512,0.0001806875,0.0001475129,0.0003354592,0.0004915877],"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":[0.00014166,0.0001062699,0.01196501,0.0003057837,0.00009878368,0.0132495,0.06465281,0.0001734877,0.00344602,0.28927,0.4763484,0.1402424],"study_design_scores_gemma":[0.00001314469,0.0000465238,0.005286418,0.0008197886,0.00001929426,0.01848001,0.0277088,0.00009518892,0.0003032767,0.0806125,0.8665646,0.00005040752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07195108,0.0379766,0.007807165,0.3191863,0.01057624,0.0001020179,0.0003088771,0.0003029841,0.5517888],"genre_scores_gemma":[0.6678912,0.02781779,0.005213649,0.1074134,0.004536131,0.0001697387,0.0001961247,0.0003348902,0.1864271],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02340436,"threshold_uncertainty_score":0.07829541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976012675965005,"score_gpt":0.3288804843782532,"score_spread":0.3091203576186031,"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."}}