{"id":"W4242928725","doi":"10.4000/estampe.631","title":"15 000 pages, 4 300 textes, 600 auteurs","year":2015,"lang":"fr","type":"article","venue":"Nouvelles de l estampe","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Computer science; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004668071,0.0004989415,0.0004474029,0.0001669227,0.0006291561,0.0004927618,0.0004664076,0.0003604909,0.00923625],"category_scores_gemma":[0.0001063081,0.0004979929,0.0002211329,0.0001483049,0.0008303178,0.0004453335,0.0001028536,0.0007783243,0.001269514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003801219,"about_ca_system_score_gemma":0.0007457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181233,"about_ca_topic_score_gemma":0.001821132,"domain_scores_codex":[0.9973741,0.0002756069,0.0004676165,0.0005340253,0.0004313155,0.0009174066],"domain_scores_gemma":[0.9980822,0.0001466918,0.0001973537,0.0005758543,0.0002753189,0.0007225772],"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":[0.00009593219,0.0002751842,0.000534874,0.0001361026,0.00006598848,0.000295917,0.1021533,0.00004905725,0.00001019035,0.2264207,0.6612522,0.008710591],"study_design_scores_gemma":[0.00065927,0.0003548893,0.0001868028,0.000190557,0.0001157512,0.00006583322,0.01260052,0.00009734138,0.00002179591,0.001991702,0.9830964,0.0006191031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07847327,0.2201362,0.0000897495,0.006771464,0.01428144,0.0005866784,0.001734575,0.0004318316,0.6774948],"genre_scores_gemma":[0.2064124,0.001425168,0.0008620988,0.002602845,0.004962697,0.00003240993,0.000190104,0.0001156655,0.7833966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3218442,"threshold_uncertainty_score":0.9997472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042652769285232,"score_gpt":0.2205893664021057,"score_spread":0.1901628387092534,"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."}}