{"id":"W4282838945","doi":"10.1108/978-1-80071-955-220221010","title":"Transforming Innovation Systems for Sustainable Development Challenges: A Latin American Perspective","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genetec (Canada); St. Mary's University","funders":"","keywords":"Latin Americans; Perspective (graphical); Sustainable development; Political science; Regional science; Geography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852913,0.0004558679,0.0001994654,0.001586796,0.002323223,0.007433272,0.0006695862,0.001168244,0.003274122],"category_scores_gemma":[0.001689492,0.0001116119,0.0002793712,0.002820288,0.006743996,0.003063345,0.002338221,0.002166641,0.0004135041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008753593,"about_ca_system_score_gemma":0.006138953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029907,"about_ca_topic_score_gemma":0.0102626,"domain_scores_codex":[0.9991308,0.0005104732,0.00001749173,0.0000528985,0.0001692715,0.0001191546],"domain_scores_gemma":[0.9990292,0.0006148741,0.00007518704,0.00004165366,0.0001737984,0.00006538103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002316014,0.000008157798,0.0002262185,0.00006812687,0.000001743231,0.00004968014,0.002559068,0.0003315684,0.00006205797,0.9780145,0.006721471,0.01195513],"study_design_scores_gemma":[0.000004624812,0.00001097278,0.0008411825,0.0005027162,0.000006965938,0.0001021551,0.007313376,0.0008017676,0.0002219989,0.2237545,0.7664284,0.00001137247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01182473,0.03437538,0.006336193,0.08036973,0.0008377469,0.00003621599,0.00006191127,0.0000599913,0.866098],"genre_scores_gemma":[0.7075936,0.08670352,0.01102264,0.01310929,0.001397306,0.0002606582,0.0001480884,0.00008298159,0.1796819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01029907,"threshold_uncertainty_score":0.06351209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646898458063056,"score_gpt":0.2389557419571747,"score_spread":0.2024867573765441,"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."}}