{"id":"W6930235779","doi":"10.5281/zenodo.12244021","title":"imm 5604 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Refugee; Statutory law; Citizenship; Nationality; Immigration","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007420484,0.001484429,0.001146732,0.002621521,0.002054561,0.007522459,0.002320812,0.002368903,0.9416232],"category_scores_gemma":[0.003633364,0.0009604302,0.000994152,0.001969055,0.0006978938,0.004816609,0.003184024,0.002462388,0.9081019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535846,"about_ca_system_score_gemma":0.001730229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003218566,"about_ca_topic_score_gemma":0.006171972,"domain_scores_codex":[0.9991289,0.00004904888,0.00004045871,0.000132843,0.0005289137,0.0001198062],"domain_scores_gemma":[0.9972188,0.0002684337,0.00008010562,0.0002880236,0.001521364,0.0006231339],"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":[0.00006072546,0.00005064704,0.00004852638,0.000189422,0.000002578388,0.00005259156,0.00003625139,0.00005511427,0.001118121,0.001713624,0.9498142,0.04685821],"study_design_scores_gemma":[0.00001102651,0.00002080109,0.0001588473,0.00003814052,0.000002070108,0.00006363077,0.00003852484,0.00004233648,0.0005210058,0.0004494215,0.9986469,0.000007282947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003502368,0.0004743149,0.001445646,0.0007468869,0.002256866,0.000185921,0.005967052,0.004911229,0.9836618],"genre_scores_gemma":[0.001048314,0.0002913568,0.0005102021,0.0003597437,0.0002476286,0.00004961918,0.002961145,0.001385379,0.9931465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05837685,"threshold_uncertainty_score":0.08326751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779856587137161,"score_gpt":0.30414678156271,"score_spread":0.2663482156913384,"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."}}