{"id":"W6973743967","doi":"10.58079/12nuz","title":"Tour d’horizon numérique – veille n° 60","year":2024,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Context (archaeology); Subject (documents); Agency (philosophy)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003228011,0.0007042615,0.000537592,0.0003452844,0.0004793508,0.006091734,0.001291159,0.001096763,0.001260121],"category_scores_gemma":[0.0002327252,0.000618549,0.0005030402,0.002587476,0.0003386782,0.008625079,0.0006349725,0.001491548,0.001749529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009074661,"about_ca_system_score_gemma":0.0009004109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003978638,"about_ca_topic_score_gemma":0.0005305837,"domain_scores_codex":[0.9961693,0.0002318876,0.0004543785,0.001149584,0.0006398325,0.001355006],"domain_scores_gemma":[0.9975258,0.0002772829,0.0001565811,0.000705373,0.00034126,0.0009937059],"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":[0.00002228727,0.0001361131,0.000008031595,0.0001028061,0.0002195305,0.006261968,0.00724405,0.000314802,0.004025748,0.3786046,0.5527522,0.05030791],"study_design_scores_gemma":[0.0008205032,0.0006532989,0.003072393,0.001068384,0.00008157953,0.002091269,0.003345082,0.01297386,0.003125705,0.004503818,0.9671249,0.001139228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0401438,0.01825734,0.01030192,0.1893223,0.01149033,0.0008865061,0.0003932338,0.001506863,0.7276977],"genre_scores_gemma":[0.5029363,0.0003177015,0.0008513543,0.0009820749,0.001916996,0.000008478949,0.00008281197,0.00006398623,0.4928403],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4627925,"threshold_uncertainty_score":0.9996529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101102260551956,"score_gpt":0.2811849221897041,"score_spread":0.1710746961345085,"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."}}