{"id":"W2991060705","doi":"10.3917/rai.076.0027","title":"How can we understand vulnerability?","year":2019,"lang":"fr","type":"article","venue":"Raisons politiques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Sociology; Art","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":[0.005728337,0.00106024,0.001044646,0.003429408,0.00539802,0.01156303,0.001637616,0.004521528,0.006869507],"category_scores_gemma":[0.01226059,0.0003403597,0.0006746835,0.002234163,0.04588003,0.02683581,0.00674254,0.008043693,0.0008622819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006646141,"about_ca_system_score_gemma":0.005289514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009534168,"about_ca_topic_score_gemma":0.006812495,"domain_scores_codex":[0.9964128,0.002104106,0.000101475,0.0004775238,0.0003663626,0.0005378486],"domain_scores_gemma":[0.9933181,0.00431312,0.0006296565,0.0005173166,0.0005858382,0.0006360318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009761932,0.000008916476,0.0009691619,0.0001040641,0.00001267857,0.00007766634,0.01327096,0.0002828627,0.00004053802,0.9725699,0.004495102,0.008158407],"study_design_scores_gemma":[0.000002701179,0.00000654734,0.0005184331,0.0002406239,0.00000598888,0.00008255034,0.009599076,0.0001880146,0.00003810013,0.941468,0.04783979,0.00001015989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04136386,0.05336082,0.04062317,0.6556934,0.003442597,0.00006469969,0.000333394,0.000166252,0.2049519],"genre_scores_gemma":[0.9237484,0.032994,0.007041789,0.02074974,0.001854163,0.0001832204,0.0001732793,0.0001449372,0.01311054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01156303,"threshold_uncertainty_score":0.04822135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07085057680844097,"score_gpt":0.3512951431527462,"score_spread":0.2804445663443053,"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."}}