{"id":"W2057560172","doi":"10.7202/055438ar","title":"Bonheur d'occasion ou le salut par la guerre","year":2005,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; 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"],"consensus_categories":[],"category_scores_codex":[0.0009157512,0.0005070659,0.0006856854,0.0001635935,0.004072167,0.0004151951,0.0003336409,0.000713077,0.0003971912],"category_scores_gemma":[0.0001429562,0.0004259834,0.001316098,0.0003114357,0.001366916,0.0005358898,0.0001299562,0.0009703972,0.0001543122],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004229259,"about_ca_system_score_gemma":0.00006647361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05130953,"about_ca_topic_score_gemma":0.02877402,"domain_scores_codex":[0.9968634,0.0009390402,0.0005957875,0.000548024,0.0003580965,0.0006956353],"domain_scores_gemma":[0.9984099,0.0005182123,0.0002249847,0.0002955033,0.0003081723,0.0002431878],"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":[0.00003930527,0.001050061,0.003115959,0.0002662806,0.001333105,0.00002878289,0.3346426,0.000008114513,0.0001140364,0.2738015,0.1814823,0.204118],"study_design_scores_gemma":[0.0002744979,0.0001204289,0.0008569494,0.0001302719,0.0003475992,0.000003884518,0.007760263,0.00003775151,0.00007419931,0.02611799,0.9636807,0.0005954222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1911767,0.1764342,0.00009505502,0.5741432,0.0007597008,0.0003322511,0.00008576969,0.00047866,0.05649444],"genre_scores_gemma":[0.5097123,0.1832431,0.001953025,0.001103372,0.004651933,0.00007176715,0.00004843339,0.00009210523,0.299124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7821985,"threshold_uncertainty_score":0.9998192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09961176811749502,"score_gpt":0.3007283817068711,"score_spread":0.201116613589376,"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."}}