{"id":"W1595960316","doi":"10.7202/009583ar","title":"Les univers culturels des Français","year":2004,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002783285,0.0003263014,0.0003631498,0.00003505497,0.002092025,0.0003623459,0.0003228576,0.0005214559,0.01847488],"category_scores_gemma":[0.0001096694,0.0002888578,0.0004648384,0.00005235064,0.003414856,0.0007785301,0.000127843,0.0007746575,0.001085675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610539,"about_ca_system_score_gemma":0.000099579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02618393,"about_ca_topic_score_gemma":0.004738017,"domain_scores_codex":[0.9984439,0.0001823758,0.0002753952,0.000344633,0.0001830401,0.0005706645],"domain_scores_gemma":[0.9992741,0.0001247334,0.0001154932,0.0001884605,0.0001822839,0.000114925],"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":[0.00001072355,0.0001587535,0.0002649431,0.0001335518,0.0001933265,0.00004691617,0.1772062,0.00008143717,0.0001544149,0.8079343,0.008635082,0.005180332],"study_design_scores_gemma":[0.001002855,0.0001818189,0.003188593,0.0002013264,0.0001523594,0.000006356628,0.163683,9.374345e-7,0.0001232678,0.3805365,0.4503979,0.0005251233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6066572,0.04055059,0.00009607158,0.04516481,0.005596677,0.000361836,0.0003657001,0.0004159306,0.3007912],"genre_scores_gemma":[0.8736494,0.0134725,0.0003861432,0.0007902226,0.0009446457,0.00001277729,0.00007078809,0.00003295258,0.1106405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4417628,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4222486784982313,"score_gpt":0.4436590257224884,"score_spread":0.02141034722425711,"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."}}