{"id":"W4246166838","doi":"10.1057/978-1-349-94848-2_716-1","title":"Market Research","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001895013,0.0007076026,0.0007878538,0.0009327802,0.0003295228,0.0001015457,0.001097719,0.001203653,0.2019807],"category_scores_gemma":[0.0001713522,0.0005276761,0.0004441881,0.00006105445,0.00164736,5.065107e-7,0.0005739557,0.001975177,0.02186213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303749,"about_ca_system_score_gemma":0.000149549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003198632,"about_ca_topic_score_gemma":0.00004347494,"domain_scores_codex":[0.9943048,0.0005947343,0.0006742749,0.001570862,0.001296057,0.001559248],"domain_scores_gemma":[0.9949195,0.001871486,0.000189808,0.001662401,0.0007980959,0.0005587585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003510413,7.437138e-7,0.0001099792,0.00002519005,0.0002603645,0.0006699019,0.0001095823,2.921841e-10,0.00005185038,0.7243361,0.004575291,0.2695099],"study_design_scores_gemma":[0.0007954446,0.0003503964,0.001358445,0.0002520234,0.00003000843,0.0001136762,0.00004987194,1.058354e-7,0.00002096944,0.8174381,0.1789953,0.0005956609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00008983243,0.002228528,0.00003320824,0.0002231051,0.0009636701,0.001156463,0.0005620684,0.0001361132,0.994607],"genre_scores_gemma":[0.5160739,0.0001291614,0.00002422807,0.0001976246,0.0008222684,0.00009052085,0.00001799755,0.0001115681,0.4825327],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5159841,"threshold_uncertainty_score":0.9997175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345331443709326,"score_gpt":0.396866187533725,"score_spread":0.2623330431627924,"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."}}