{"id":"W6884715682","doi":"10.11588/fr.2007.3.50839","title":"Y. Beauvois, Léon Noël. De Laval à de Gaulle via Pétain (1887–1987), 2001","year":2018,"lang":"fr","type":"article","venue":"University Library Heidelberg","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Term (time); Field (mathematics); Context (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000823943,0.0003554886,0.0003530061,0.0001001607,0.00218862,0.0001390311,0.000492372,0.0002219399,0.02049582],"category_scores_gemma":[0.00001838814,0.0003577325,0.0002527488,0.0001873749,0.001213395,0.00138089,0.0003697246,0.000358176,0.00092036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131262,"about_ca_system_score_gemma":0.0001678989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008437053,"about_ca_topic_score_gemma":0.004418248,"domain_scores_codex":[0.9980236,0.000195109,0.0002247407,0.0004247225,0.0001983557,0.0009335196],"domain_scores_gemma":[0.9990418,0.00009566011,0.0001090339,0.0002486964,0.0000725945,0.0004322213],"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":[0.0001132432,0.0002300307,0.001316711,0.00007272316,0.0001581079,0.0002241647,0.01146181,0.000007209227,0.00006760242,0.1148295,0.8683566,0.003162305],"study_design_scores_gemma":[0.0004810606,0.0004011678,0.0007413629,0.0001028659,0.0001388405,0.0000194751,0.004327861,0.000296994,0.0002586022,0.004125576,0.9886171,0.0004891293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06503733,0.04533624,0.0003465394,0.05876848,0.003115848,0.0003623012,0.0004755337,0.0005360971,0.8260216],"genre_scores_gemma":[0.03884361,0.007025875,0.001137355,0.001634178,0.003739882,0.000001001889,0.00007686249,0.00003879525,0.9475024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1214808,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333531344026335,"score_gpt":0.1700852045982915,"score_spread":0.1567498911580281,"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."}}