{"id":"W6920936435","doi":"10.60870/887r-ak34","title":"Competing in a Global Innovation Economy: The Current State of R&D in Canada","year":2024,"lang":"en","type":"report","venue":"CCA_Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"State (computer science); Current (fluid); Government (linguistics); Globalization","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002243663,0.0003611081,0.0007351973,0.000461192,0.00002003949,0.00005467649,0.0003582191,0.00006534874,0.0000163238],"category_scores_gemma":[0.000591818,0.0002984703,0.00007431149,0.002881219,0.00006977236,0.00006851607,0.0002593551,0.001037271,0.00006067202],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02124887,"about_ca_system_score_gemma":0.05528222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.928147,"about_ca_topic_score_gemma":0.9922925,"domain_scores_codex":[0.9962877,0.0001467533,0.001926099,0.0005490484,0.0006461418,0.0004442769],"domain_scores_gemma":[0.9974987,0.0001139996,0.001220901,0.000559214,0.0005685395,0.00003864357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007402104,0.000203741,0.351668,0.006078484,0.0003542542,0.001556213,0.0007641703,0.006310793,0.0001054405,0.001790361,0.05240928,0.5786853],"study_design_scores_gemma":[0.0006678639,0.00002648184,0.1264946,0.006091228,0.0001024186,0.0002186525,0.0003281367,0.002505997,0.0001823474,0.0099605,0.8523806,0.001041244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566848,0.007470649,0.000002958845,0.000192266,0.002725295,0.0009601616,0.0009945703,0.0000458268,0.1309234],"genre_scores_gemma":[0.9991399,0.0001184754,0.00001115632,0.00001910531,0.0001051944,0.00008689117,0.0002881186,0.00008626916,0.0001448885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7999713,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374113140708384,"score_gpt":0.3174274551383088,"score_spread":0.2800161410674704,"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."}}