{"id":"W2063566484","doi":"10.3395/reciis.v2.sup1.206en","title":"Special populations: vulnerability and protection","year":2008,"lang":"en","type":"article","venue":"Reciis","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Voluntariness; Vulnerability (computing); Exposition (narrative); Developing country; Political science; Engineering ethics; Public relations; Economic growth; Law; Economics; Computer security; Computer science; Engineering","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":[0.002611197,0.0003400698,0.0007266914,0.001488189,0.004332823,0.003538545,0.000661316,0.002836243,0.01223993],"category_scores_gemma":[0.009237747,0.0002212663,0.0003300784,0.0009521177,0.007645808,0.003972055,0.01082412,0.002905234,0.001087846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654591,"about_ca_system_score_gemma":0.002307165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327553,"about_ca_topic_score_gemma":0.003199393,"domain_scores_codex":[0.9965323,0.001786496,0.0001751977,0.0003272433,0.0004740972,0.000704594],"domain_scores_gemma":[0.996006,0.001496416,0.0007818693,0.0003607605,0.0003342483,0.001020817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001171856,0.0001688468,0.07241642,0.0006559932,0.00008000852,0.005989114,0.1039726,0.0002772493,0.000721587,0.5887966,0.0529955,0.173809],"study_design_scores_gemma":[0.00002409148,0.0002633363,0.0580497,0.003011965,0.00005833383,0.01519722,0.09010886,0.0002488508,0.0003769526,0.387335,0.4452353,0.0000903449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2644071,0.04112101,0.008052041,0.3041097,0.002991127,0.0003127418,0.0006100133,0.0001223626,0.3782739],"genre_scores_gemma":[0.9294822,0.02457932,0.001868425,0.01927053,0.002639177,0.0003165256,0.000197503,0.00004391898,0.0216025],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01223993,"threshold_uncertainty_score":0.04094666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06627121318247071,"score_gpt":0.3156510178979317,"score_spread":0.249379804715461,"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."}}