{"id":"W4400997497","doi":"10.69645/fzxj6397","title":"Developing a system of innovation","year":2023,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008763782,0.00007722537,0.0001014829,0.0005716611,0.0008970686,0.00006699928,0.000223235,0.00003935921,0.00002180856],"category_scores_gemma":[0.00003534602,0.00006434035,0.00002171637,0.01416103,0.00008811317,0.000122804,0.00007806051,0.00003681098,0.0001115145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351866,"about_ca_system_score_gemma":0.0002236638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107225,"about_ca_topic_score_gemma":0.0005315993,"domain_scores_codex":[0.9988945,0.00007825795,0.0002788497,0.0001330456,0.0004074357,0.0002078847],"domain_scores_gemma":[0.9992467,0.00006244997,0.0001447059,0.0001170311,0.0004147089,0.00001443185],"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":[0.00001599303,0.00001114498,0.001295375,0.0001770704,0.00007427806,0.000003886571,0.002330024,0.0001474506,0.00001167582,0.9159484,0.07139605,0.008588668],"study_design_scores_gemma":[0.0002858754,0.000003774242,0.176433,0.0001261173,0.00002400355,0.000001001125,0.006900137,0.0002235719,0.0000144662,0.005207625,0.810617,0.0001633848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1804574,0.00007787706,0.02124441,0.0312935,0.004818794,0.002646522,0.000004054444,0.001301007,0.7581564],"genre_scores_gemma":[0.9166207,0.0002134561,0.0004818977,0.0002030376,0.000248979,0.0001461267,0.00001634855,0.00001289422,0.08205662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9107407,"threshold_uncertainty_score":0.6899617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04902540415719788,"score_gpt":0.3089651286843462,"score_spread":0.2599397245271484,"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."}}