{"id":"W4386519644","doi":"10.1515/9781772120585","title":"Cultural Mapping and the Digital Sphere","year":2015,"lang":"en","type":"book","venue":"University of Alberta Press eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer graphics (images); Geography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003303265,0.0006571126,0.000263283,0.003605537,0.01555657,0.01729392,0.001084362,0.001281483,0.005702803],"category_scores_gemma":[0.005736955,0.0001901798,0.0002303378,0.004743351,0.04667965,0.006840502,0.007000924,0.001974604,0.0005046072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02404371,"about_ca_system_score_gemma":0.02525828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4005874,"about_ca_topic_score_gemma":0.3610032,"domain_scores_codex":[0.9958144,0.00236558,0.00008739804,0.0003537258,0.0008602292,0.0005187734],"domain_scores_gemma":[0.9969698,0.001250152,0.0002564942,0.00047049,0.0006564962,0.0003966255],"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":[0.00001648412,0.000005278619,0.000839002,0.0001119768,0.000006603227,0.0001796217,0.101719,0.0001997541,0.0001707407,0.8368933,0.01300302,0.04685532],"study_design_scores_gemma":[0.00000538985,0.000009056566,0.001645602,0.0004468859,0.0000117484,0.0002010009,0.1405395,0.0002212157,0.000410506,0.1271081,0.7293808,0.0000201737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04919362,0.02526982,0.008167773,0.05223519,0.00118074,0.00005063546,0.0001415448,0.0001365143,0.8636241],"genre_scores_gemma":[0.9391308,0.009225771,0.003507231,0.003124167,0.0003066107,0.00004437323,0.00006727807,0.0000845371,0.0445092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4005874,"threshold_uncertainty_score":0.7965114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047557009584482,"score_gpt":0.2223527898925818,"score_spread":0.1747957803080998,"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."}}