{"id":"W4402755386","doi":"10.5281/zenodo.13844158","title":"HAL et Software Heritage au service des bibliothèques","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Council on Social Development","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004489533,0.0005060003,0.0005561649,0.004776222,0.006013364,0.01726314,0.001427577,0.002792666,0.04677862],"category_scores_gemma":[0.01040672,0.0004344209,0.0006235642,0.00865604,0.007828394,0.01169138,0.009321864,0.003409406,0.007748747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01037779,"about_ca_system_score_gemma":0.0136293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460993,"about_ca_topic_score_gemma":0.04053637,"domain_scores_codex":[0.9936405,0.001985715,0.0002810972,0.0005428694,0.003058059,0.000491825],"domain_scores_gemma":[0.9908925,0.00334354,0.0004416451,0.001646906,0.00277623,0.0008990656],"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":[0.0000678483,0.00004133939,0.001058897,0.0005935869,0.00001486648,0.0004577393,0.01152201,0.0007506654,0.001869679,0.8083386,0.03419006,0.1410947],"study_design_scores_gemma":[0.000007756095,0.00001592138,0.000643733,0.0003378554,0.000007546419,0.0002192521,0.004068636,0.0005625255,0.001611568,0.03180916,0.9606934,0.00002248926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04361742,0.02723481,0.1233919,0.08060052,0.006056965,0.0002470993,0.0009783374,0.002519926,0.7153531],"genre_scores_gemma":[0.2962098,0.02478578,0.06955557,0.005156734,0.00225836,0.000295523,0.001315868,0.001404141,0.5990183],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9827369,"threshold_uncertainty_score":0.1564901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065712737290535,"score_gpt":0.2887401194035958,"score_spread":0.1821688456745423,"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."}}