{"id":"W7095666081","doi":"","title":"AND THE KNOWLEDGE ECONOMY","year":2016,"lang":"en","type":"article","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Incentive; Knowledge economy; State (computer science); Higher education; National innovation system","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005732697,0.00004424289,0.00009661141,0.00007793751,0.000171369,0.0002356745,0.0008125902,0.00002284684,0.001436004],"category_scores_gemma":[0.002043423,0.00001225584,0.00003584804,0.0002611031,0.0008969273,0.0003939711,0.0002134108,0.00005612996,0.002652338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007354353,"about_ca_system_score_gemma":0.00005262826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009811542,"about_ca_topic_score_gemma":0.00002077807,"domain_scores_codex":[0.998916,0.0001408313,0.0001900738,0.0002509106,0.0003197149,0.0001825156],"domain_scores_gemma":[0.9957754,0.003700563,0.00003352142,0.0002942332,0.00009216892,0.000104084],"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":[0.00001494396,0.00000526851,0.005189721,3.637962e-7,0.000002039125,4.247886e-7,0.0003289383,1.206293e-7,0.0001941001,0.4918185,0.09975968,0.4026859],"study_design_scores_gemma":[0.0004995809,0.000007680545,0.007986806,0.000002224378,5.172638e-7,0.00000279215,0.0002653236,0.0003932549,0.000333114,0.3320641,0.6584046,0.00004005416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05805098,0.0002675241,0.00262801,0.03836728,0.0001023094,0.0001050774,8.02559e-7,0.00001474052,0.9004633],"genre_scores_gemma":[0.8599228,0.00005158854,0.00005564404,0.0003548759,0.00007055958,0.000004854088,8.891987e-9,0.000001269823,0.1395384],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8018718,"threshold_uncertainty_score":0.9994768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1551139872653978,"score_gpt":0.4445997068318973,"score_spread":0.2894857195664995,"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."}}