{"id":"W2897570813","doi":"10.5204/mcj.1446","title":"Going on a Field Trip: Critical Geographical Walking Tours and Tactical Media as Urban Praxis in Sydney, Australia","year":2018,"lang":"en","type":"article","venue":"M/C Journal","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precinct; Praxis; Gentrification; Sociology; Tourism; Media studies; Aesthetics; Geography; Archaeology; Civil engineering; Political science; Engineering; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00107478,0.0001489065,0.000209682,0.0004827452,0.0009612394,0.0004932764,0.0002616863,0.0002130648,0.00284429],"category_scores_gemma":[0.005881246,0.0001397251,0.0001322675,0.0004130367,0.0008701473,0.0004930556,0.00005574428,0.001209042,0.0001103085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007166334,"about_ca_system_score_gemma":0.00007859321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324592,"about_ca_topic_score_gemma":0.01416598,"domain_scores_codex":[0.9978317,0.0003236206,0.0003602729,0.0002648032,0.0005819855,0.0006375908],"domain_scores_gemma":[0.9976119,0.001554622,0.00007976843,0.0001202165,0.0001681865,0.0004652864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148425,0.001308316,0.4334985,0.00003384043,0.0002157913,0.001314733,0.06473358,0.000001463135,0.0007820346,0.389222,0.09782794,0.009577537],"study_design_scores_gemma":[0.003265226,0.008034143,0.617615,0.001415313,0.0003039938,0.001520797,0.07536019,0.0001858518,0.000691548,0.1215727,0.1682363,0.001798976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677292,0.00007989942,0.00001747877,0.01724569,0.001273649,0.00009600775,0.000001941632,0.0000365014,0.01351965],"genre_scores_gemma":[0.9968498,0.00006942828,0.0005070684,0.0006655227,0.001661783,0.000004913094,4.206778e-7,0.00001109924,0.0002299319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2676493,"threshold_uncertainty_score":0.9980673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03932616390148076,"score_gpt":0.3892865617564719,"score_spread":0.3499603978549911,"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."}}