{"id":"W4320892191","doi":"10.47854/anthropen.v1i1.51263","title":"Processus migratoire","year":2023,"lang":"fr","type":"article","venue":"Anthropen","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004091189,0.0002088663,0.0002321926,0.00006451619,0.0008742699,0.0002105959,0.0004497288,0.0002092329,0.00293414],"category_scores_gemma":[0.0002250277,0.0001945535,0.0001076278,0.0008432345,0.002101711,0.0006151284,0.0001243308,0.0001613436,0.01079599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485296,"about_ca_system_score_gemma":0.0008377155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03410251,"about_ca_topic_score_gemma":0.02227147,"domain_scores_codex":[0.9978018,0.0002319937,0.0003067978,0.0003928056,0.0004843331,0.0007822464],"domain_scores_gemma":[0.9990246,0.000098918,0.000117122,0.0002610703,0.0002657233,0.0002325465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004802312,0.0000956782,0.007620188,0.0001114738,0.00007434622,0.00005282452,0.1555464,0.00003203302,0.00009172149,0.04259525,0.7793167,0.0144586],"study_design_scores_gemma":[0.0001942675,0.00002961963,0.01339846,0.00007460143,0.00003979196,0.000003313034,0.06027044,0.0003116864,0.0003921874,0.0003415322,0.9246579,0.0002861955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6577983,0.005588299,0.00001535907,0.2359715,0.006474508,0.0009919172,0.0001334644,0.0005002435,0.0925264],"genre_scores_gemma":[0.4035807,0.002673934,0.00008720932,0.004219634,0.0013021,0.00002640974,0.00006482431,0.00003389428,0.5880113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4954849,"threshold_uncertainty_score":0.9979773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.197818677121068,"score_gpt":0.4542214967345976,"score_spread":0.2564028196135296,"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."}}