{"id":"W2899290512","doi":"10.4000/estampe.343","title":"Thèses d’État et mémoire universitaire","year":2017,"lang":"fr","type":"article","venue":"Nouvelles de l estampe","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000154523,0.0003019318,0.000409241,0.00003479047,0.01557482,0.0006792034,0.0005641016,0.0001852224,0.002218295],"category_scores_gemma":[0.00009864033,0.0002532318,0.0004078636,0.00003109519,0.001180593,0.0004616345,0.0002924142,0.0003358654,0.0003894423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937656,"about_ca_system_score_gemma":0.0001319277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078416,"about_ca_topic_score_gemma":0.01682943,"domain_scores_codex":[0.9985529,0.00009537284,0.0002255122,0.0003374504,0.0002502216,0.0005385417],"domain_scores_gemma":[0.9988182,0.0001041267,0.0002331308,0.0004415466,0.0001998433,0.000203215],"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":[0.00003325424,0.0002351525,0.001183489,0.0001404804,0.0004653322,0.0002159456,0.1678215,0.00003840817,0.00001240754,0.6252395,0.1782696,0.02634493],"study_design_scores_gemma":[0.000294368,0.0001292726,0.0005868535,0.000105547,0.0002964287,0.000003820947,0.04493063,0.000119953,0.000005521204,0.002934817,0.9502242,0.0003685499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.302757,0.01260496,0.00005353411,0.5623985,0.001906035,0.0001536038,0.0001883142,0.00008999093,0.119848],"genre_scores_gemma":[0.5581722,0.01866336,0.0001718414,0.0004635304,0.0009066245,0.000004108352,0.0000144812,0.00002286612,0.421581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7719547,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339197924712685,"score_gpt":0.2403471988619207,"score_spread":0.2169552196147938,"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."}}