{"id":"W7020058704","doi":"","title":"La Cause des migrants","year":2019,"lang":"fr","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Decree; State (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002199941,0.0003645697,0.0004186785,0.001353902,0.00857262,0.005465616,0.0006022431,0.001581554,0.01108804],"category_scores_gemma":[0.004655994,0.0001840164,0.0003414506,0.001427489,0.007724653,0.003429643,0.006350788,0.00267065,0.001050287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004792799,"about_ca_system_score_gemma":0.005587098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02212853,"about_ca_topic_score_gemma":0.02427663,"domain_scores_codex":[0.9974864,0.001032357,0.00006711184,0.0003163804,0.0002567667,0.0008410854],"domain_scores_gemma":[0.9985581,0.0002760343,0.000276353,0.0001249294,0.0002460479,0.0005184891],"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":[0.00008747922,0.00006094008,0.03702711,0.0003289128,0.00003915761,0.002648304,0.3845475,0.0001427141,0.000682586,0.4280533,0.05742912,0.08895281],"study_design_scores_gemma":[0.00001863887,0.00008668745,0.02620271,0.0006750376,0.00001953248,0.001446043,0.2144381,0.00005799724,0.0002554175,0.01988053,0.7368852,0.0000341589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6627592,0.01863339,0.001374231,0.1177664,0.002241594,0.00006157888,0.0003423477,0.00008124956,0.1967401],"genre_scores_gemma":[0.9368597,0.005237598,0.0002699773,0.005072182,0.000591839,0.0000509626,0.0001003452,0.00004458916,0.0517728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02212853,"threshold_uncertainty_score":0.04399943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539540679429127,"score_gpt":0.2292425033455686,"score_spread":0.2138470965512773,"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."}}