{"id":"W2195521634","doi":"10.2501/ijmr-2015-075","title":"Consumer Sentiment after the Global Financial Crisis","year":2016,"lang":"en","type":"article","venue":"International Journal of Market Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predictive power; Consumption (sociology); Index (typography); Marketing; Quality (philosophy); Consumer spending; Quarter (Canadian coin); Consumer confidence index; Financial crisis; Business; Economics; Value (mathematics); Consumer behaviour; Recession","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":[0.004596382,0.00008494884,0.0001760555,0.0002867884,0.0000570515,0.0001268222,0.0008258643,0.00006388164,0.004819617],"category_scores_gemma":[0.002755238,0.00005313913,0.0001591755,0.000177826,0.0001423732,0.0002681038,0.000229357,0.0002532025,0.0004664831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008588666,"about_ca_system_score_gemma":0.0002197579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188288,"about_ca_topic_score_gemma":0.0000235063,"domain_scores_codex":[0.9984082,0.000116187,0.0005962675,0.0001672361,0.0004070713,0.0003050693],"domain_scores_gemma":[0.9982619,0.0005829081,0.0002797323,0.0001996142,0.0005609586,0.0001148834],"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":[0.002017164,0.0001870735,0.4483517,0.000009279455,0.0003915122,0.0002616385,0.0002483002,0.000003968887,0.00004728351,0.01880219,0.5146322,0.01504771],"study_design_scores_gemma":[0.001243797,0.00007936195,0.2467776,0.00007066935,0.000004407185,0.0001431421,0.00004062731,0.00003846176,0.00007925116,0.06678396,0.6846288,0.0001098941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6779106,0.004463228,0.007318672,0.265713,0.004988526,0.0003614639,0.0005902834,0.00001563514,0.03863859],"genre_scores_gemma":[0.9960095,0.000596916,0.0001073386,0.001048587,0.0005668841,0.000007425998,3.514481e-7,0.000007933054,0.0016551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3180989,"threshold_uncertainty_score":0.9960901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06832813845074809,"score_gpt":0.3674075380234362,"score_spread":0.2990793995726881,"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."}}