{"id":"W4388098251","doi":"10.7202/1107313ar","title":"Roofscapes","year":2023,"lang":"en","type":"article","venue":"ACME","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Praxis; Enclosure; Capitalism; Sociology; Politics; Object (grammar); Space (punctuation); Property (philosophy); Aesthetics; Political science; Law; Epistemology; Art; Engineering; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003137848,0.0002877163,0.0001682656,0.0008379268,0.004832606,0.002687543,0.0007690298,0.0006526989,0.0789988],"category_scores_gemma":[0.0007398383,0.000156694,0.0003429129,0.001068131,0.002326092,0.001992712,0.003374716,0.0008152328,0.008124324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266195,"about_ca_system_score_gemma":0.001053282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007105627,"about_ca_topic_score_gemma":0.02102387,"domain_scores_codex":[0.9995011,0.0001160656,0.00001644456,0.00008666061,0.0001564105,0.0001233006],"domain_scores_gemma":[0.9997593,0.00003938098,0.00002223648,0.00006503683,0.00004971285,0.00006433831],"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":[0.0001660353,0.00006241092,0.004548826,0.0004363773,0.0000146182,0.001960278,0.02756013,0.0008432971,0.003198579,0.6016362,0.1330003,0.2265729],"study_design_scores_gemma":[0.000004287534,0.00003049402,0.002458315,0.000118,0.000003884136,0.0003455308,0.008854864,0.0001110039,0.0006407418,0.004938055,0.9824853,0.000009470166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0698546,0.001928565,0.01018198,0.002393116,0.0007823561,0.0001050831,0.0008348355,0.000626057,0.9132934],"genre_scores_gemma":[0.6268311,0.001879202,0.01120056,0.000720881,0.0002803777,0.00009158346,0.0008508416,0.0004287862,0.3577167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0789988,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03883844596501805,"score_gpt":0.3459066489293718,"score_spread":0.3070682029643538,"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."}}