{"id":"W4230670829","doi":"10.1016/b978-0-08-102295-5.10016-2","title":"Sustainability Transitions","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Sustainability; Face (sociological concept); Lock (firearm); Order (exchange); Action (physics); Technological change; Transition (genetics); Business; Political science; Economic system; Sociology; Engineering; Computer science; Economics; Ecology; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002021214,0.0004776513,0.0004013568,0.00007534645,0.0001803892,0.00003598847,0.0003599601,0.0003364306,0.01467782],"category_scores_gemma":[0.00001076707,0.0004783735,0.0002548658,0.00002014195,0.0004540301,0.0001022221,0.0003397426,0.0004206174,0.006587118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574587,"about_ca_system_score_gemma":0.0001138865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005367207,"about_ca_topic_score_gemma":0.00003497533,"domain_scores_codex":[0.9979554,0.00002220045,0.0003804608,0.0006560429,0.0004593645,0.0005264871],"domain_scores_gemma":[0.9989746,0.00002899273,0.0001291523,0.0006742149,0.00001113219,0.0001819657],"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":[0.00001480758,0.000018566,0.0002032077,0.00008316734,0.00004139055,0.00004442252,0.0005066418,0.00004503088,0.00001710491,0.003797924,0.002447933,0.9927798],"study_design_scores_gemma":[0.0002078018,0.00003985584,0.001103427,0.00003074238,0.0000546658,0.000009887968,0.00007299744,0.00000597387,0.00001444962,0.03894796,0.9589586,0.0005536472],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005625823,0.00006102577,0.000004795143,0.000461859,0.0001538161,0.0009527209,0.00002491969,0.00007806937,0.9977002],"genre_scores_gemma":[0.008165613,0.00002530851,0.0001330773,0.0006440743,0.00008924612,0.00003630419,0.00005515637,0.00009155203,0.9907597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9922262,"threshold_uncertainty_score":0.9997668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007432910764173877,"score_gpt":0.2111636492434201,"score_spread":0.2037307384792462,"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."}}