{"id":"W2893268230","doi":"10.14428/emulations.018.004","title":"Re-chercher l’amour transnational","year":2017,"lang":"fr","type":"article","venue":"Emulations - Revue de sciences sociales","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Art; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002470839,0.0002572171,0.0002788439,0.0001217551,0.007812718,0.001069019,0.001166834,0.0004238388,0.001661176],"category_scores_gemma":[0.001628422,0.000282632,0.0002612399,0.0003569318,0.01253209,0.001690354,0.00007673686,0.000307282,0.0001520934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002934378,"about_ca_system_score_gemma":0.005096232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01110282,"about_ca_topic_score_gemma":0.06082578,"domain_scores_codex":[0.9966321,0.0007038139,0.0005007055,0.0005520959,0.0007592845,0.0008520106],"domain_scores_gemma":[0.997789,0.0005868899,0.0004596149,0.0004063219,0.0004761642,0.0002820385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001555209,0.00008569198,0.04744336,0.00002449722,0.00003007288,0.000002375934,0.05111895,0.001455924,0.00004991415,0.8945811,0.004387646,0.0008188543],"study_design_scores_gemma":[0.0004422386,0.00003967731,0.4640281,0.00008591529,0.000126611,0.00000532021,0.02662224,0.01020618,0.00005723044,0.06379467,0.4339079,0.0006838447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2843634,0.00109007,0.001205944,0.4689821,0.003844526,0.0005854399,0.000192425,0.0001165562,0.2396196],"genre_scores_gemma":[0.8661061,0.000100567,0.005651385,0.001322796,0.002452384,0.00001822962,0.00002200609,0.00001893501,0.1243076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8307865,"threshold_uncertainty_score":0.999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5677333513445275,"score_gpt":0.5044660851132283,"score_spread":0.06326726623129919,"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."}}