{"id":"W6911601669","doi":"10.5281/zenodo.11518365","title":"Les bibliothèques universitaires, au service d'un monde durable","year":2024,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Service (business); Subject (documents); Limiting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002273116,0.0004492469,0.0006086598,0.003148201,0.004569023,0.01365854,0.000766647,0.00172188,0.08201831],"category_scores_gemma":[0.007011238,0.0003570976,0.000368956,0.005503433,0.002418218,0.004916843,0.003624192,0.002993425,0.0155395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007999202,"about_ca_system_score_gemma":0.007723575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02199333,"about_ca_topic_score_gemma":0.04154149,"domain_scores_codex":[0.9978107,0.0005548414,0.00008629715,0.0002558132,0.001086211,0.0002061249],"domain_scores_gemma":[0.9972366,0.000652632,0.0002087471,0.000172582,0.001168912,0.0005604129],"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":[0.00007281771,0.00002648049,0.0009207906,0.0005137078,0.00001374892,0.0001585022,0.006405989,0.0001550941,0.0007469736,0.1015182,0.7793583,0.1101093],"study_design_scores_gemma":[0.000001183063,0.000001972059,0.0004684676,0.0000778063,0.000001524657,0.00004273386,0.0004925567,0.00001290257,0.00005286714,0.0009442577,0.9979006,0.000003034925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008561016,0.2007235,0.003964908,0.2497056,0.0377995,0.00006368532,0.001103544,0.0005837372,0.4974945],"genre_scores_gemma":[0.07170469,0.1050242,0.002723605,0.008533123,0.01498263,0.00007579076,0.0008232848,0.000487648,0.7956451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9863415,"threshold_uncertainty_score":0.2743786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2030104860144458,"score_gpt":0.2883634663260159,"score_spread":0.0853529803115701,"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."}}