{"id":"W1599451504","doi":"10.4000/gc.164","title":"Sortir de l'invisibilité","year":2012,"lang":"fr","type":"article","venue":"Géographie et cultures","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004736817,0.0003381874,0.0002929141,0.0001207362,0.0008486207,0.0007123851,0.0002543762,0.0002422221,0.00521045],"category_scores_gemma":[0.0000621611,0.0002821944,0.000480933,0.0001742373,0.001546244,0.001378839,0.00009481399,0.0004850586,0.000644148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004870316,"about_ca_system_score_gemma":0.00002439203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005862203,"about_ca_topic_score_gemma":0.01759135,"domain_scores_codex":[0.9979883,0.0001907729,0.0003459353,0.0002729403,0.0002675155,0.000934514],"domain_scores_gemma":[0.9990627,0.00005609055,0.0001202741,0.0002956616,0.0001150446,0.0003502116],"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":[0.00001273,0.0003856123,0.005112935,0.0001645998,0.0001342524,0.000008539557,0.06207284,0.00000210844,0.0005277865,0.7476534,0.1817429,0.002182269],"study_design_scores_gemma":[0.0002399876,0.00005438704,0.03163159,0.0001193576,0.0001681018,0.00003150078,0.01133783,0.000001188157,0.0002097594,0.01301116,0.942768,0.0004271978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.743656,0.09901199,0.000009807434,0.01485259,0.004646147,0.0003520023,0.000158841,0.0002373764,0.1370752],"genre_scores_gemma":[0.7146648,0.007996159,0.0003054602,0.002930185,0.005517428,0.00003786492,0.00007713898,0.00004721207,0.2684238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.761025,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324945094419507,"score_gpt":0.2882649095930926,"score_spread":0.2557704001511419,"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."}}