{"id":"W4383271023","doi":"10.4000/remi.22821","title":"Migratory Utilitarianism and Temporary Migration Programmes: A Comparative Study of OFII Contracts (France) and Contratos en Origen (Spain)","year":2022,"lang":"en","type":"article","venue":"Revue européenne de migrations internationales","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton","funders":"","keywords":"Utilitarianism; Wage; Architecture; Agriculture; Economics; Sociology; Economy; Political economy; Economic geography; Geography; Political science; Labour economics; Law; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193502,0.0001789514,0.0003136318,0.0002277153,0.0008569885,0.0001016982,0.0002512739,0.00005874522,0.00009655766],"category_scores_gemma":[0.0002303553,0.0002032262,0.00006271373,0.0002815747,0.0002451348,0.0003543188,0.0000799545,0.0002257702,0.000003421407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406151,"about_ca_system_score_gemma":0.0002698225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006724655,"about_ca_topic_score_gemma":0.08582831,"domain_scores_codex":[0.9975438,0.000981724,0.0005562247,0.0003831429,0.0003057282,0.0002293688],"domain_scores_gemma":[0.998525,0.0005746289,0.0003303157,0.0001840749,0.0002583251,0.00012764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000966524,0.001340602,0.4226278,0.00005956275,0.000261314,0.00001793508,0.509691,0.0003812226,0.001029438,0.06136448,0.001533733,0.001596269],"study_design_scores_gemma":[0.002810071,0.001317178,0.4302116,0.0001101142,0.000177905,0.00004526725,0.4255132,0.007589663,0.0002962154,0.004115662,0.1270432,0.0007699114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931148,0.002775097,0.000364994,0.00147553,0.0001618604,0.001209545,0.0001017412,0.00006052174,0.0007359162],"genre_scores_gemma":[0.9970189,0.0003910818,0.0003371402,0.0001227335,0.0001856558,0.0003143775,0.00007847607,0.00001538144,0.001536283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255094,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426805754455118,"score_gpt":0.3076120566409198,"score_spread":0.2733439990963686,"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."}}