{"id":"W2407919573","doi":"","title":"Canadian National Collaborative Data Infrastructure: a distinctively Canadian approach.","year":2011,"lang":"en","type":"article","venue":"IASSIST Conference","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005704363,0.0006342893,0.0005352497,0.009068606,0.01133228,0.01070866,0.003359649,0.001875935,0.01016457],"category_scores_gemma":[0.01372757,0.0005965761,0.0006607138,0.02718,0.002774673,0.00582611,0.005924665,0.00202292,0.00212741],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08647554,"about_ca_system_score_gemma":0.2606281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863468,"about_ca_topic_score_gemma":0.9911714,"domain_scores_codex":[0.9916874,0.0009073581,0.000385814,0.001104851,0.004399969,0.001514621],"domain_scores_gemma":[0.9840183,0.001029605,0.000457972,0.001591947,0.01035919,0.002542974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001049564,0.00005604345,0.008129582,0.0003295231,0.00007260776,0.0002373139,0.002398958,0.001926181,0.0009404718,0.4986049,0.3835707,0.1036287],"study_design_scores_gemma":[0.0000152077,0.000009832529,0.008563551,0.0002450313,0.00005623456,0.0001412194,0.002585008,0.002149907,0.0008556372,0.02007647,0.9652275,0.00007434638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0226776,0.009977806,0.09661912,0.08562425,0.001976345,0.0009954849,0.05359363,0.004547747,0.723988],"genre_scores_gemma":[0.4332869,0.01187783,0.2519963,0.009262083,0.0004458746,0.00101355,0.05950091,0.001299307,0.2313173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9892913,"threshold_uncertainty_score":0.6274269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0921952324256359,"score_gpt":0.2574429190298402,"score_spread":0.1652476866042043,"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."}}