{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001038595,0.001107302,0.00123955,0.001015252,0.004081232,0.002058586,0.002932739,0.0009294118,0.00206317],"category_scores_gemma":[0.0002791,0.001165725,0.0007468445,0.003135127,0.00462875,0.002950588,0.003645156,0.001044556,0.0007208249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010898,"about_ca_system_score_gemma":0.0008385939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008360422,"about_ca_topic_score_gemma":0.002467825,"domain_scores_codex":[0.9938543,0.001227245,0.0005231525,0.001408399,0.0009450798,0.002041855],"domain_scores_gemma":[0.9952461,0.00139302,0.0005442571,0.0009463502,0.000484039,0.001386289],"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":[0.002462412,0.0002662656,0.02380618,0.0002833733,0.0008817378,0.001264634,0.329877,0.0002804132,0.0000523934,0.6110509,0.01287862,0.0168961],"study_design_scores_gemma":[0.004542534,0.0002941683,0.01408499,0.0004262557,0.000607577,0.0002449958,0.04537639,0.0006229451,0.0001005327,0.006060706,0.9261941,0.001444753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.528169,0.004112997,0.0007828987,0.01571938,0.0005394212,0.001205008,0.0005089538,0.0003501207,0.4486122],"genre_scores_gemma":[0.7915074,0.006261206,0.0003402122,0.001871253,0.0002278025,0.000006616274,0.0001121788,0.0001136428,0.1995597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9133155,"threshold_uncertainty_score":0.9990793,"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."}}