{"id":"W7040256550","doi":"","title":"Free Lulu","year":2015,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Institution; Social life; Immigration; Social institution","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":[],"consensus_categories":[],"category_scores_codex":[0.0004857414,0.0001725401,0.0004052658,0.0001093871,0.001100317,0.000002269845,0.0008957708,0.0003449008,0.0007956657],"category_scores_gemma":[0.0001437859,0.0001485764,0.0001567911,0.0002044724,0.00009168512,0.00008162785,0.0002677941,0.000653111,0.000541046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029832,"about_ca_system_score_gemma":0.000354502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003680364,"about_ca_topic_score_gemma":0.01227334,"domain_scores_codex":[0.9987338,0.0002487413,0.0001822677,0.0002072844,0.0003377546,0.0002902064],"domain_scores_gemma":[0.9981,0.0002520457,0.0004487823,0.0006598781,0.0004624086,0.00007687318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003662723,0.00003202117,0.001110424,0.0004790385,0.0002221044,0.00001291618,0.04306535,0.000001152242,0.001083281,0.001442868,0.951219,0.0009656258],"study_design_scores_gemma":[0.001510264,0.0001191751,0.4101203,0.0003517121,0.0005442994,6.35463e-7,0.3009551,0.00001302332,0.000006920379,0.007988543,0.2780659,0.0003240292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6050922,0.002434148,0.00001567525,0.004069869,0.00259374,0.0008319824,0.0002411101,0.0001237824,0.3845975],"genre_scores_gemma":[0.6468392,0.0005610744,0.0001078321,0.0001086415,0.0003480734,0.000001093969,0.0003610435,0.00002953849,0.3516435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.673153,"threshold_uncertainty_score":0.8711982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085811644744271,"score_gpt":0.3355678383172581,"score_spread":0.2847097218698154,"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."}}