{"id":"W2090508619","doi":"10.1080/13562576.2013.880011","title":"Consumption and its consequences","year":2014,"lang":"en","type":"article","venue":"Space and Polity","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Consumption (sociology); Economics; Economic geography; Sociology; Public economics; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002471028,0.00005475896,0.00006226394,0.00004659453,0.00009821904,0.00009367029,0.00002672176,0.00002834533,0.00005171348],"category_scores_gemma":[0.00004884423,0.00004798342,0.00000600039,0.00008215511,0.00004203138,0.0003940677,0.00002971662,0.00003779555,0.00008211948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002283175,"about_ca_system_score_gemma":0.000003417738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007468985,"about_ca_topic_score_gemma":0.00009608028,"domain_scores_codex":[0.9996739,0.000006174575,0.00006281683,0.0001168904,0.00004894981,0.00009126965],"domain_scores_gemma":[0.9998088,0.00001635753,0.0000506292,0.00006317656,0.00005526652,0.000005766974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001095089,0.000006964528,0.1590798,0.0002342671,0.000004646852,2.572517e-7,0.00004121136,2.675063e-7,0.002158925,0.8340043,0.0009822079,0.003476111],"study_design_scores_gemma":[0.0005285754,0.00001733216,0.5941452,0.0000470135,0.0000447654,0.000005914097,0.0001733173,0.001113688,0.002005709,0.1595607,0.2420525,0.0003054169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726116,0.0002284877,0.00001587516,0.0176469,0.0001130831,0.0000636025,8.302933e-7,0.00003697001,0.009282677],"genre_scores_gemma":[0.9924284,0.00004375938,0.00001959121,0.006854309,0.0005101705,0.000001919816,0.000008115941,0.000002988904,0.0001307361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6744437,"threshold_uncertainty_score":0.1956707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168537839950505,"score_gpt":0.2514039634890528,"score_spread":0.2197185850895478,"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."}}