{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006343292,0.0002852696,0.0004064438,0.0001565275,0.0002965246,0.0002347948,0.0002402572,0.0005683671,0.002580526],"category_scores_gemma":[0.00007453711,0.0002738512,0.0002514579,0.000123212,0.000335335,0.0001829872,0.00006354923,0.0004179639,0.001080944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004673528,"about_ca_system_score_gemma":0.0001915141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0256135,"about_ca_topic_score_gemma":0.2168241,"domain_scores_codex":[0.9980954,0.00005763411,0.0003820097,0.0005134576,0.0005779281,0.0003735965],"domain_scores_gemma":[0.9993263,0.00009653559,0.00009565799,0.000224922,0.000118947,0.0001375771],"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":[0.000007206514,0.00002521398,0.00005568533,0.00004642528,0.00002489154,0.00002301645,0.05039391,6.443946e-7,0.00001362127,0.9332621,0.01358428,0.002563075],"study_design_scores_gemma":[0.00009190437,0.00004059542,0.00004223144,0.0001319054,0.00003783369,2.852862e-7,0.01372583,0.000009664714,0.000004313187,0.03859338,0.946951,0.000371072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001427256,0.0022203,0.00002300008,0.003716186,0.0007112615,0.0004916361,0.00006743301,0.0001762637,0.9911667],"genre_scores_gemma":[0.0809795,0.0006443503,0.0000382346,0.0001164739,0.001022696,0.00002231978,0.00007671869,0.00005019801,0.9170495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9333667,"threshold_uncertainty_score":0.9999714,"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."}}