{"id":"W4408743650","doi":"10.63485/qq2br-1td97","title":"Canada establishes working group on research data management","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Computer science; Business; 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":[0.07531447,0.002474017,0.003084103,0.02083538,0.01545777,0.02484683,0.01020799,0.006371906,0.05612641],"category_scores_gemma":[0.1580762,0.002755686,0.001848979,0.04087693,0.00642088,0.01160657,0.007994213,0.00732065,0.03866188],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09274326,"about_ca_system_score_gemma":0.5571152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9545378,"about_ca_topic_score_gemma":0.9368368,"domain_scores_codex":[0.8930272,0.01473325,0.008269794,0.004794717,0.06950128,0.009673741],"domain_scores_gemma":[0.6082736,0.04294943,0.009849273,0.03525877,0.273804,0.02986492],"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":[0.0000669343,0.00004420755,0.001571905,0.0004167126,0.00003137443,0.00003988175,0.0005023597,0.0002032543,0.0003386672,0.03518526,0.9142582,0.0473413],"study_design_scores_gemma":[0.00002741321,0.00001190975,0.00240899,0.0004096408,0.00003416151,0.00002566304,0.0004741299,0.0002794489,0.0006025249,0.003886676,0.9918004,0.00003907675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003632747,0.01702061,0.04787314,0.1374332,0.005253293,0.005331072,0.2040062,0.01228653,0.5671631],"genre_scores_gemma":[0.02515505,0.02779628,0.1506146,0.01912593,0.001871226,0.004073203,0.1694605,0.007404898,0.5944984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.989792,"threshold_uncertainty_score":0.6729026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4241824116614574,"score_gpt":0.4273072947054215,"score_spread":0.003124883043964133,"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."}}