{"id":"W2183571216","doi":"10.36510/learnland.v3i2.338","title":"Blueprint for a Smart Nation","year":2010,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Blueprint; Productivity; Public relations; Economic growth; Baby boomers; Political science; Lifelong learning; Business; Engineering; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003227595,0.00003475518,0.00004682633,0.0000262414,0.0003589871,0.00005307273,0.00008294117,0.00005639069,0.0001643319],"category_scores_gemma":[0.0009028349,0.00003515711,0.00003311021,0.00006842408,0.00003034189,0.00006354832,0.000006721804,0.000144306,0.00003811497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001383311,"about_ca_system_score_gemma":0.00008091257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01597148,"about_ca_topic_score_gemma":0.1911923,"domain_scores_codex":[0.9995708,0.00002468331,0.00005239898,0.00009038115,0.00009710517,0.000164656],"domain_scores_gemma":[0.9996815,0.0001306693,0.00004090043,0.00004842111,0.00003491267,0.00006363697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003695597,0.00003496226,0.07878052,0.000024672,0.00002287119,0.000002665845,0.0312488,0.0001883714,0.003036823,0.7765611,0.03739055,0.07267164],"study_design_scores_gemma":[0.0001171158,0.00001045233,0.01213261,0.000003610535,0.000002451115,3.642587e-7,0.000170148,0.0002506126,0.00008984618,0.001873416,0.985293,0.00005640824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345038,0.00002407234,0.0003641121,0.01570061,0.0004776811,0.0001796312,0.00001200326,0.00009676925,0.0486413],"genre_scores_gemma":[0.9857535,0.000008518242,0.0003053366,0.0002949805,0.0005590657,0.00001708069,0.00000301855,0.000005194263,0.01305327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9479024,"threshold_uncertainty_score":0.9905813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460533890905135,"score_gpt":0.2789788711194648,"score_spread":0.2643735322104135,"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."}}