{"id":"W189312612","doi":"","title":"On Walking -Conference Proceedings","year":2013,"lang":"en","type":"book","venue":"Sunderland Repository (University of Sunderland)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Visual arts; Section (typography); Discipline; Performance art; Media studies; History; Art; Art history; Sociology; Social science; Advertising","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002578892,0.0003974627,0.000609646,0.0005061761,0.002058328,0.0002511307,0.0009477881,0.0007399009,0.001664022],"category_scores_gemma":[0.00003849902,0.0004548603,0.0004421681,0.000194877,0.001307731,0.0006251661,0.000164666,0.0008221082,0.0002181225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004577084,"about_ca_system_score_gemma":0.0006783441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004509217,"about_ca_topic_score_gemma":0.01130598,"domain_scores_codex":[0.9975294,0.00008634778,0.0003010563,0.0006714546,0.0008778212,0.0005339088],"domain_scores_gemma":[0.997763,0.0002740348,0.0006608883,0.0003265535,0.000678537,0.0002970047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003041178,0.00038731,0.00205344,0.0004985086,0.0009690971,0.0002067973,0.05651595,0.000007743894,0.0002602248,0.3656425,0.5722165,0.0009378897],"study_design_scores_gemma":[0.00247091,0.001505063,0.008713433,0.003137148,0.001099039,0.00008127596,0.2386947,0.00009801109,0.00004614613,0.1792869,0.5616338,0.003233578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02870316,0.0001611618,0.0000196219,0.0005797296,0.0008351108,0.0005521809,0.00001430787,0.000211756,0.968923],"genre_scores_gemma":[0.3782343,0.0002409213,0.0001083359,0.00002797679,0.0002408052,9.515865e-7,0.00002125481,0.00002793736,0.6210976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3495311,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039296971018796,"score_gpt":0.2343580713600594,"score_spread":0.2139651016498714,"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."}}