{"id":"W6930897119","doi":"10.5281/zenodo.3775603","title":"CARL Portage: The RDM journey continues...","year":2018,"lang":"en","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":"RDM; Order (exchange); Session (web analytics); Thematic analysis; Publishing; Table (database)","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"],"consensus_categories":[],"category_scores_codex":[0.00678234,0.0006254677,0.0004538673,0.001122309,0.03147201,0.01985276,0.002365281,0.004230633,0.03541098],"category_scores_gemma":[0.01582273,0.0005800442,0.0005070292,0.003284099,0.007856688,0.01123733,0.008044253,0.007689765,0.01283343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03063766,"about_ca_system_score_gemma":0.08077793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8133376,"about_ca_topic_score_gemma":0.8864689,"domain_scores_codex":[0.9922782,0.001334023,0.0001363213,0.0007339459,0.003685282,0.001832271],"domain_scores_gemma":[0.9843969,0.001070158,0.0003120052,0.0006475211,0.004923244,0.008650127],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002009744,0.00001491088,0.0008525022,0.00005441695,0.00000319631,0.0004100294,0.02100362,0.00003679588,0.000213472,0.01161205,0.9398095,0.0259695],"study_design_scores_gemma":[0.000001108689,0.00000261786,0.0003480098,0.00004456272,0.00000111101,0.00009894236,0.01644349,0.00002210197,0.00005777683,0.0006174507,0.9823506,0.00001224641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01527686,0.01204144,0.004939448,0.7507421,0.01031903,0.0001221714,0.00148541,0.001951468,0.2031221],"genre_scores_gemma":[0.09174429,0.01080918,0.0105364,0.07925069,0.001045024,0.0001662985,0.001201015,0.00185225,0.8033947],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9932176,"threshold_uncertainty_score":0.3755234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08823582821484184,"score_gpt":0.3092372114462997,"score_spread":0.2210013832314579,"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."}}