{"id":"W7126485835","doi":"","title":"« Commissarier le livre »","year":2025,"lang":"fr","type":"book-chapter","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Context (archaeology); Subject (documents)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.000515672,0.00223484,0.002260344,0.001519891,0.008560883,0.004727634,0.004009155,0.001473338,0.002233251],"category_scores_gemma":[0.0001470994,0.002182922,0.001459298,0.0007834158,0.004942027,0.002296947,0.007091662,0.002178876,0.0002254221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002284795,"about_ca_system_score_gemma":0.001006949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003484535,"about_ca_topic_score_gemma":0.0009909113,"domain_scores_codex":[0.9937745,0.0004263171,0.0008381329,0.002028186,0.0009125891,0.002020263],"domain_scores_gemma":[0.9943125,0.001097928,0.0008825973,0.001548691,0.000936816,0.001221485],"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":[0.002990966,0.0001993964,0.0003634513,0.0004639492,0.001991652,0.001834297,0.1464456,0.00005376223,0.00000957737,0.7946893,0.04499107,0.00596697],"study_design_scores_gemma":[0.004541086,0.0003906586,0.000427084,0.00107256,0.001626515,0.0002524408,0.01409558,0.000156163,0.00005283303,0.01850668,0.9565753,0.002303085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005831384,0.008818491,0.0006353529,0.03368208,0.0008018442,0.001755103,0.003269571,0.0005193318,0.9446868],"genre_scores_gemma":[0.1057173,0.003827046,0.0002589586,0.004618498,0.0008078163,0.00001251104,0.0009506501,0.0002312095,0.883576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9115843,"threshold_uncertainty_score":0.999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231253714666925,"score_gpt":0.1975639636819878,"score_spread":0.1852514265353186,"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."}}