{"id":"W4206207647","doi":"10.1080/10630732.2021.2001715","title":"The Infrastructural Imagination","year":2022,"lang":"en","type":"article","venue":"Journal of Urban Technology","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Aesthetics; Sociology; Economic geography; Economics; Art","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":[0.0004515787,0.00004333662,0.00008280479,0.0001183135,0.0009348364,0.00003626255,0.0005842223,0.00004293703,0.0001634146],"category_scores_gemma":[0.000194517,0.00002936896,0.00004796743,0.0003827872,0.0003061974,0.0001770515,0.00008749413,0.0004550593,0.00000204172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019329,"about_ca_system_score_gemma":0.0001568026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002944732,"about_ca_topic_score_gemma":0.00002421043,"domain_scores_codex":[0.999162,0.00007452093,0.0001952358,0.00004863299,0.0003484711,0.0001711363],"domain_scores_gemma":[0.9993666,0.00003440014,0.0003561776,0.0000922468,0.0001270357,0.00002349758],"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":[0.00006701231,0.0000251155,0.07133367,0.000002131625,0.00006016407,0.00005520504,0.007783739,0.00007205852,0.00229383,0.427076,0.3216699,0.1695611],"study_design_scores_gemma":[0.0001597411,0.0001046711,0.00490724,0.000001542044,0.000005835581,0.00007052251,0.006656507,0.000005310478,0.0003352328,0.08763181,0.9000806,0.00004101348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93343,0.002081526,0.00011284,0.05591038,0.002210423,0.00009610888,0.000004135473,0.00004696467,0.006107627],"genre_scores_gemma":[0.9983729,0.0001009872,0.0002313542,0.0001529525,0.0002541965,0.000002446713,2.021465e-7,0.000003930922,0.0008810673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5784106,"threshold_uncertainty_score":0.71901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00377820606276007,"score_gpt":0.2433576828650508,"score_spread":0.2395794768022907,"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."}}