{"id":"W6912459828","doi":"10.5281/zenodo.3964376","title":"Modèle - Stratégie institutionnelle de gestion de données de recherche","year":2018,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Research methodology; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.03256338,0.001353132,0.001378434,0.005804907,0.002705577,0.02069615,0.004176108,0.003865487,0.01153941],"category_scores_gemma":[0.042571,0.001611024,0.002828546,0.006478281,0.004138142,0.01632789,0.006600328,0.004323388,0.005454911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01046731,"about_ca_system_score_gemma":0.02107915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0199731,"about_ca_topic_score_gemma":0.01650814,"domain_scores_codex":[0.9586049,0.02065531,0.003620123,0.004489708,0.01112363,0.001506391],"domain_scores_gemma":[0.962952,0.01764696,0.002576812,0.008896376,0.006655698,0.001272109],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001992344,0.0002410392,0.005254467,0.0009193408,0.0002148821,0.0002040243,0.002324747,0.06299585,0.002802039,0.808749,0.008892411,0.107203],"study_design_scores_gemma":[0.0001605897,0.0002639747,0.002142144,0.001144425,0.0002244732,0.0004955045,0.001799455,0.2298775,0.008454754,0.4644117,0.2908076,0.0002177566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009710842,0.001609819,0.9259314,0.01042217,0.0001764736,0.001145216,0.001329001,0.002178077,0.04749704],"genre_scores_gemma":[0.1653984,0.002992045,0.8032116,0.0007715666,0.0001186578,0.00191841,0.002009975,0.0005228486,0.02305651],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9958239,"threshold_uncertainty_score":0.1722137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5068754890310934,"score_gpt":0.3705018274856301,"score_spread":0.1363736615454633,"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."}}