{"id":"W4224232919","doi":"10.1108/ejm-08-2019-0652","title":"Consumer power: scale development and validation in consumer–firm relationship","year":2022,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; HEC Montréal","funders":"","keywords":"Nomological network; Scale (ratio); Discriminant validity; Construct (python library); Marketing; Psychology; Consumer behaviour; Social psychology; Business; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04255024,0.0005648481,0.0005374275,0.003290443,0.001082079,0.002076603,0.001386729,0.0009418188,0.004349963],"category_scores_gemma":[0.1023961,0.0003682542,0.001244775,0.002942455,0.001516604,0.002155489,0.002255491,0.001398443,0.0008897629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131664,"about_ca_system_score_gemma":0.003831802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427698,"about_ca_topic_score_gemma":0.002027465,"domain_scores_codex":[0.9789599,0.009924836,0.002356725,0.0008090267,0.007455456,0.0004940773],"domain_scores_gemma":[0.8871641,0.06552168,0.00467359,0.01035175,0.03068502,0.001603826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008693999,0.002447149,0.4085247,0.001187573,0.0003171312,0.0004326601,0.01075391,0.002656974,0.00506218,0.01257534,0.005611001,0.5495621],"study_design_scores_gemma":[0.0004814489,0.004325759,0.8781281,0.001414079,0.0004378605,0.001040452,0.01451419,0.0217637,0.009725284,0.0148604,0.05308861,0.0002201755],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8713845,0.0009338992,0.07761116,0.0009308143,0.0003258619,0.01231723,0.001050657,0.0003716678,0.03507418],"genre_scores_gemma":[0.886118,0.0005687875,0.09569024,0.0002349929,0.0000991858,0.01283403,0.0012495,0.0001656675,0.003039638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04255024,"threshold_uncertainty_score":0.2250298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260789709339319,"score_gpt":0.2329602598926123,"score_spread":0.2003523627992191,"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."}}