{"id":"W2009461663","doi":"10.1177/0270467606287607","title":"Knowledge Infrastructures for Solar Cities","year":2006,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Architecture and Computational Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Knowledge management; Business; Political science; Sociology; 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":[0.001345223,0.0002312728,0.0001852821,0.001567218,0.00320159,0.009417001,0.001062197,0.002309425,0.02208639],"category_scores_gemma":[0.005088354,0.0003262967,0.0003299482,0.002701295,0.002647175,0.01177585,0.005656187,0.001644248,0.003202592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0057895,"about_ca_system_score_gemma":0.006012381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01163491,"about_ca_topic_score_gemma":0.01368987,"domain_scores_codex":[0.9990206,0.0003168767,0.00008600471,0.0001454888,0.0002300227,0.0002010953],"domain_scores_gemma":[0.9970013,0.0007816686,0.0004057282,0.0007307114,0.0005473613,0.0005331977],"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":[0.00001399395,0.00001879596,0.0006917812,0.00008446363,0.000008640633,0.0001364245,0.001201098,0.002162635,0.0002957854,0.9455286,0.01564671,0.03421109],"study_design_scores_gemma":[0.0000164196,0.00001486837,0.001523361,0.0002126515,0.00001406295,0.0001837797,0.002852075,0.005653974,0.000653398,0.4960886,0.4927651,0.00002180373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04350387,0.005145346,0.06060817,0.05449341,0.0004316168,0.0002076216,0.0005318196,0.001459219,0.833619],"genre_scores_gemma":[0.8681498,0.006755627,0.04732309,0.001624147,0.0003310585,0.0002279661,0.001210886,0.0002223476,0.07415501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02208639,"threshold_uncertainty_score":0.07388633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005048019319049349,"score_gpt":0.2107399270145333,"score_spread":0.205691907695484,"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."}}