{"id":"W2952326159","doi":"","title":"De la France catalane à la Catalogne Nord : (re)définitions et évolution du sentiment d’identité nationale du septentrion catalan","year":2019,"lang":"fr","type":"article","venue":"Dalhousie French Studies","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalan; Humanities; Identity (music); Ideology; Conscience; French; Sociology; Ethnology; Political science; Philosophy; Politics; Law","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":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006963576,0.0003977072,0.0004781901,0.0001522705,0.00117603,0.000631527,0.0002673055,0.0001955628,0.001778096],"category_scores_gemma":[0.0001573926,0.0003940884,0.0002433497,0.0001369754,0.0009611917,0.0008623986,0.0003191132,0.0004418047,0.001186402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024782,"about_ca_system_score_gemma":0.0001142527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02069555,"about_ca_topic_score_gemma":0.03122031,"domain_scores_codex":[0.9977179,0.0003308511,0.000492796,0.0004848288,0.0004625829,0.000511035],"domain_scores_gemma":[0.9983705,0.0005737835,0.000244918,0.0003105372,0.0003912205,0.0001090597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000125905,0.00100397,0.02328139,0.0008515249,0.0009532725,0.0002063563,0.7239257,0.000268342,0.000375523,0.1183339,0.1303244,0.0004629838],"study_design_scores_gemma":[0.0008543694,0.0001071046,0.03821859,0.0003943125,0.0002927916,0.00009671295,0.005413488,0.0001489012,0.00006149487,0.001927629,0.9519982,0.0004864033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9114965,0.03057896,0.00002762293,0.004584843,0.002926919,0.000523193,0.002569333,0.0001501088,0.0471425],"genre_scores_gemma":[0.3887443,0.01292243,0.00009374614,0.0004407695,0.00136795,0.0001065507,0.002348521,0.00004010789,0.5939356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8216738,"threshold_uncertainty_score":0.9998511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303861736627958,"score_gpt":0.2598125017621119,"score_spread":0.2367738843958323,"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."}}