{"id":"W3205108825","doi":"10.1386/public_00067_5","title":"Atmospheric Noise: The Indefinite Urbanism of Los Angeles","year":2021,"lang":"en","type":"article","venue":"Public","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Urbanism; Metaphysics; Noise (video); Governmentality; Sound (geography); Politics; Sociology; Acoustics; Geography; Political science; Archaeology; Philosophy; Epistemology; Computer science; Physics; Architecture; Artificial intelligence; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002782658,0.00006530275,0.00009872101,0.00001959163,0.0004719012,0.0001728796,0.0003266299,0.00005289655,0.002507312],"category_scores_gemma":[0.0005440889,0.00005270734,0.0001092465,0.0008357473,0.0003740792,0.0002873304,0.0000794742,0.0001423742,0.00004789196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002446773,"about_ca_system_score_gemma":0.0001596283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081433,"about_ca_topic_score_gemma":0.02931647,"domain_scores_codex":[0.9990047,0.0001557271,0.0001518746,0.0001391628,0.0003061537,0.0002423354],"domain_scores_gemma":[0.9990862,0.0002185546,0.00009178241,0.0002338546,0.000300319,0.00006929818],"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":[0.000007084878,0.000358681,0.07245053,0.00001973173,0.0001506362,0.00001227713,0.0104933,0.000007237029,0.001121199,0.8165836,0.09549462,0.00330106],"study_design_scores_gemma":[0.0001295463,0.00002793835,0.1245989,0.00001187975,0.00002869618,0.000003873059,0.02855995,0.00001966701,0.0001791491,0.007020122,0.8392758,0.0001445063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.677936,0.001843376,0.00001352715,0.0149756,0.0005765365,0.0001474121,0.00003046513,0.0000973416,0.3043798],"genre_scores_gemma":[0.9957834,0.0000683375,0.0003276639,0.0004300763,0.0001344917,0.00001738922,0.000005284801,0.000007766461,0.003225612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8095635,"threshold_uncertainty_score":0.9984045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688123007809457,"score_gpt":0.2994161540262741,"score_spread":0.2625349239481796,"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."}}