{"id":"W7139422102","doi":"","title":"New Ropery Gallery soundscape","year":2022,"lang":"","type":"other","venue":"Kent Academic Repository (University of Kent)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soundscape; Palimpsest; Quarter (Canadian coin); Rumble; Composition (language); Studio; Sound (geography)","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001250729,0.002103429,0.002881506,0.002281702,0.00218507,0.0001108993,0.006967316,0.003377518,0.1977298],"category_scores_gemma":[0.00009908184,0.003090932,0.002264407,0.002133912,0.001375877,0.001219164,0.003705071,0.007563925,0.01155306],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005233328,"about_ca_system_score_gemma":0.004033442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240853,"about_ca_topic_score_gemma":0.0001026684,"domain_scores_codex":[0.9867211,0.001809732,0.001697267,0.00350068,0.004202602,0.002068628],"domain_scores_gemma":[0.9890329,0.0003167804,0.005440027,0.003074749,0.000309265,0.00182629],"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":[0.001318995,0.0004174365,0.01872809,0.000581898,0.002779547,0.001227031,0.005537317,0.000432178,0.01838477,0.0002198599,0.9489266,0.001446215],"study_design_scores_gemma":[0.004415907,0.0004834465,0.006737669,0.001272825,0.00268774,0.000497561,0.01317556,0.0003035229,0.0002744455,0.00009566852,0.9673226,0.002733026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05433119,0.02686423,0.0003407769,0.0005633056,0.007699977,0.00323892,0.000407072,0.001014223,0.9055403],"genre_scores_gemma":[0.02351108,0.007998007,0.001059023,0.0001080271,0.002108758,0.000002793331,0.0003330531,0.001588722,0.9632905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1861767,"threshold_uncertainty_score":0.9991707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234813427494436,"score_gpt":0.2003038814285598,"score_spread":0.1879557471536154,"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."}}