{"id":"W2971384783","doi":"10.4000/rbnu.595","title":"Les collections « spécialisées » à la Bibliothèque nationale de France : un bref panorama","year":2018,"lang":"fr","type":"article","venue":"La Revue de la BNU","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Art; Cliché","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003258003,0.0001933775,0.0002976747,0.0001834154,0.005351404,0.0005714056,0.0001827521,0.000244952,0.00544973],"category_scores_gemma":[0.0002081575,0.000175148,0.000260134,0.0007701629,0.001016943,0.0001625758,0.00005743599,0.0003050004,0.0001195189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008565086,"about_ca_system_score_gemma":0.00006909855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425566,"about_ca_topic_score_gemma":0.01342347,"domain_scores_codex":[0.9986032,0.0004051411,0.0002579731,0.0002452688,0.0001529635,0.0003354615],"domain_scores_gemma":[0.9985778,0.00076665,0.0001112961,0.0001345734,0.0002973213,0.000112304],"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":[0.00001006553,0.0002606218,0.002333201,0.0001202685,0.0003400251,0.00003730517,0.0738277,0.00001756433,0.00003184056,0.7140118,0.2020956,0.006914055],"study_design_scores_gemma":[0.0002090716,0.00005878684,0.002159411,0.00008822257,0.0001753918,0.00002316196,0.001460455,0.0002048523,0.00001681244,0.0116897,0.9836747,0.00023945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2617323,0.0258933,0.0004843803,0.14366,0.001297661,0.0002364902,0.0003080526,0.0001767643,0.566211],"genre_scores_gemma":[0.3237396,0.007704553,0.0006166948,0.0005301557,0.005383849,0.0000562688,0.00001298039,0.00002962241,0.6619263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7815791,"threshold_uncertainty_score":0.9959435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575297593633756,"score_gpt":0.2416203691536821,"score_spread":0.2258673932173445,"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."}}