{"id":"W4251692278","doi":"10.17184/eac.anthropen.048","title":"Nation","year":2017,"lang":"fr","type":"article","venue":"Anthropen","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003746938,0.00012063,0.0001388224,0.00001918912,0.002296897,0.0006022782,0.0005801443,0.0001498893,0.003591812],"category_scores_gemma":[0.0004287185,0.0001148198,0.00007012346,0.00003477103,0.002628936,0.001249834,0.0001149796,0.0001036133,0.002458993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120095,"about_ca_system_score_gemma":0.0003883779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1037844,"about_ca_topic_score_gemma":0.03033179,"domain_scores_codex":[0.9987369,0.0001547271,0.0001907923,0.0002341059,0.0003182078,0.000365225],"domain_scores_gemma":[0.998931,0.00004076923,0.000229444,0.0004369997,0.0002324748,0.0001293434],"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":[0.00000563103,0.0001589017,0.02715089,0.00003816642,0.00008530404,0.00001547542,0.0909513,0.000008516654,0.0001781212,0.5356125,0.3066901,0.03910517],"study_design_scores_gemma":[0.0001940466,0.00001699119,0.07792197,0.00003875968,0.00002790071,0.000001475544,0.007656035,0.0001543944,0.0004119962,0.000518709,0.9128816,0.0001761121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2563038,0.001553571,0.00007359422,0.278529,0.01016141,0.0005412292,0.00004707495,0.00005595935,0.4527344],"genre_scores_gemma":[0.6251805,0.0009084676,0.0002014457,0.002332363,0.001568772,0.000005162838,0.00001185522,0.00001198057,0.3697794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6061915,"threshold_uncertainty_score":0.999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3520678075760185,"score_gpt":0.5014912729176864,"score_spread":0.1494234653416679,"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."}}