{"id":"W4409817622","doi":"10.21983/p3.0200.1.00","title":"Insurrectionary Infrastructures","year":2018,"lang":"en","type":"book","venue":"Punctum Books","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"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":[0.0002964027,0.0009927975,0.000210704,0.0009051593,0.003080667,0.006228879,0.0008656609,0.001314611,0.06341256],"category_scores_gemma":[0.0008137705,0.0003127112,0.0002486022,0.0008918722,0.004392968,0.005058555,0.003780449,0.00232185,0.02019311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003702615,"about_ca_system_score_gemma":0.00282606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004686667,"about_ca_topic_score_gemma":0.009714782,"domain_scores_codex":[0.9995475,0.00008930402,0.00001189865,0.00006203212,0.0001880351,0.000101204],"domain_scores_gemma":[0.9998016,0.00004389853,0.00001311559,0.00004856739,0.00005228779,0.00004052412],"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":[0.000009121482,0.000009972729,0.00005045767,0.00007736021,0.00000180007,0.00008307157,0.001662088,0.0001599101,0.0002357634,0.8643121,0.09596175,0.03743662],"study_design_scores_gemma":[0.000001157479,0.000004065521,0.00005390481,0.00005700747,8.169431e-7,0.00004800931,0.0003114181,0.00004684733,0.00009681163,0.0174092,0.9819686,0.000002242526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007561333,0.001720146,0.001596544,0.001290082,0.0005286339,0.0000199697,0.00002771516,0.0001245256,0.9939362],"genre_scores_gemma":[0.02597396,0.002707751,0.001484664,0.000637798,0.0002611364,0.00004438021,0.00007908574,0.0001484011,0.9686629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06341256,"threshold_uncertainty_score":0.2121361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004907140802899367,"score_gpt":0.1663760479046285,"score_spread":0.1614689071017291,"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."}}