{"id":"W3207442765","doi":"10.5281/zenodo.4571673","title":"Modèle de plan de gestion des données : La recherche basée sur les arts","year":2021,"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":"University of Alberta","funders":"","keywords":"Humanities; Political 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":[{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"grok","categories":["open_science"],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":["metaresearch","open_science"],"domain":"reproducibility","study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00153271,0.0001884851,0.0001564109,0.00009557208,0.001620387,0.005731981,0.0008085459,0.0002402769,0.003277239],"category_scores_gemma":[0.00531221,0.0001867817,0.00007791848,0.0007498578,0.0003134625,0.001665444,0.001282126,0.0005849323,0.001870525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005765849,"about_ca_system_score_gemma":0.00004901403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003588761,"about_ca_topic_score_gemma":0.00002127208,"domain_scores_codex":[0.9967065,0.001695526,0.0002302201,0.0004551945,0.0003012155,0.0006113731],"domain_scores_gemma":[0.9977897,0.0002657553,0.00007944053,0.0004288737,0.001003631,0.0004325854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003589121,0.0004036201,0.00001153453,0.0002333709,0.00005458008,0.0005233043,0.01338422,0.0007411894,0.02019161,0.1612497,0.1423598,0.6608112],"study_design_scores_gemma":[0.0003097667,0.0001699706,0.002132777,0.0002803438,0.0000168234,0.00220478,0.0004452478,0.008160505,0.006033526,0.01130457,0.9686878,0.0002538655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07451718,0.007184973,0.1874682,0.02761182,0.0003584045,0.0003869955,0.000252368,0.001415138,0.7008049],"genre_scores_gemma":[0.8945523,0.003733162,0.02495991,0.001026988,0.0005948782,9.273161e-8,0.0008345962,0.001502287,0.07279579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.826328,"threshold_uncertainty_score":0.9996794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8796125412529113,"score_gpt":0.3294194173326425,"score_spread":0.5501931239202689,"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."}}