{"id":"W2560772377","doi":"10.5281/zenodo.1118394","title":"The Picasso Project","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Metadata; Computer science; Metadata repository; Metadata management; Meta Data Services; RDF; Linked data; World Wide Web; Data dictionary; Data element; Data mapping; Database; Information retrieval; Semantic Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01079687,0.001330406,0.0009614056,0.005982383,0.003017771,0.01197171,0.002925558,0.001413607,0.07387371],"category_scores_gemma":[0.01601485,0.0005885381,0.001136898,0.008773177,0.00174415,0.003518288,0.00732379,0.002014912,0.02282832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02047685,"about_ca_system_score_gemma":0.07904482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5475895,"about_ca_topic_score_gemma":0.4530196,"domain_scores_codex":[0.9895722,0.002802186,0.0003643735,0.001478102,0.004355139,0.001427972],"domain_scores_gemma":[0.9852306,0.002253112,0.0005401993,0.002558287,0.005862131,0.00355571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003175015,0.0001177096,0.005435316,0.0003315385,0.00006127035,0.000156065,0.0008774803,0.001740909,0.0005417234,0.1605272,0.6602849,0.1696084],"study_design_scores_gemma":[0.00002790546,0.00001224375,0.00163422,0.0001537147,0.000008802607,0.00003353614,0.000392507,0.0008691513,0.0001992706,0.007188979,0.9894648,0.00001474311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.01396252,0.009598201,0.05919311,0.04046459,0.004859203,0.001727243,0.1090759,0.014674,0.7464452],"genre_scores_gemma":[0.0801011,0.008818561,0.1052974,0.007946827,0.001372199,0.002405696,0.2014303,0.009980191,0.5826477],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5475895,"threshold_uncertainty_score":0.9101497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4956699751435978,"score_gpt":0.4794309033703781,"score_spread":0.0162390717732197,"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."}}