{"id":"W4392239351","doi":"10.30687/978-88-6969-785-2/006","title":"Quale vulnerabilità? Il punto di vista di persone in migrazione","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007339099,0.0004197333,0.0002337553,0.0005812307,0.00343396,0.003612486,0.000378528,0.0009006934,0.003428333],"category_scores_gemma":[0.0009748942,0.0001278351,0.0001481804,0.0005840086,0.01067544,0.00335618,0.002304418,0.001946719,0.0004602425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329336,"about_ca_system_score_gemma":0.001519705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005974653,"about_ca_topic_score_gemma":0.009630373,"domain_scores_codex":[0.9993905,0.0003858996,0.000008251372,0.00004927738,0.00006091912,0.0001052651],"domain_scores_gemma":[0.9997891,0.0001055918,0.00002755601,0.00001342244,0.00002459748,0.00003987423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000111575,0.00001522437,0.001182036,0.00007923465,0.000003763003,0.0003237467,0.1259451,0.00006571158,0.0001310201,0.8353325,0.01820157,0.018709],"study_design_scores_gemma":[0.000005046627,0.00004079884,0.005019634,0.000629961,0.000009377757,0.0009578274,0.1066678,0.0001114641,0.0001245664,0.1726281,0.7137874,0.00001802449],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07977142,0.05060911,0.001947645,0.05891846,0.001498234,0.00002586588,0.00004233455,0.00003822066,0.8071486],"genre_scores_gemma":[0.8858341,0.0144254,0.0006225892,0.00341115,0.0004994103,0.00005890832,0.00002950574,0.00002878911,0.09509017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005974653,"threshold_uncertainty_score":0.0169006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638461382124411,"score_gpt":0.3136546978034562,"score_spread":0.2872700839822121,"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."}}