{"id":"W7155052631","doi":"10.3917/ving.074.0181s","title":"Beauvois Yves, Léon Noël. De Laval à de Gaulle via Pétain (1888-1987) , Lille, Presses universitaires du Septentrion, 28, 97 € (190 F.).","year":2002,"lang":"fr","type":"article","venue":"Vingtième Siècle Revue d histoire","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Expert system; Term (time); Feature (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007755695,0.001153449,0.0004642911,0.001695573,0.004442019,0.003808319,0.0008596572,0.002098984,0.04784789],"category_scores_gemma":[0.001265753,0.000622216,0.0002572759,0.002106698,0.001582084,0.003283759,0.001958359,0.001954435,0.01018134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007910344,"about_ca_system_score_gemma":0.004006819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1740113,"about_ca_topic_score_gemma":0.3740699,"domain_scores_codex":[0.9996055,0.0001188832,0.00001428879,0.000088425,0.0001018089,0.00007117662],"domain_scores_gemma":[0.9997009,0.00009207215,0.00003437947,0.00001716302,0.00008714207,0.00006848384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006044988,0.00002633209,0.0008597902,0.0003402989,0.00001080588,0.0002101698,0.004761228,0.0001382928,0.0001608064,0.02365077,0.8468114,0.1229697],"study_design_scores_gemma":[0.000002964138,0.00000457021,0.002540726,0.0003459566,0.000002188336,0.00006074467,0.0009657253,0.00001933442,0.00004302142,0.0005529816,0.9954581,0.000003748662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00354084,0.8151553,0.0002752067,0.04502134,0.005610438,0.00002595353,0.0006785232,0.00009263391,0.1295999],"genre_scores_gemma":[0.05374032,0.177533,0.0005930066,0.003840992,0.001631223,0.00005099812,0.0003946834,0.0001468584,0.7620689],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1740113,"threshold_uncertainty_score":0.345997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486222670327854,"score_gpt":0.1692594968076565,"score_spread":0.154397270104378,"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."}}