{"id":"W2959386629","doi":"10.1177/1470785319862739","title":"Consumer relationship proneness revisited: A multidimensional formative measure","year":2019,"lang":"en","type":"article","venue":"International Journal of Market Research","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ottawa","keywords":"Conceptualization; Formative assessment; Scale (ratio); Marketing; Clothing; Process (computing); Psychology; Business; Consumer behaviour; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01932848,0.0006340505,0.0004727956,0.005558218,0.001367797,0.002695243,0.0009854626,0.001206882,0.001916884],"category_scores_gemma":[0.05741156,0.0003001109,0.001174317,0.004035033,0.002256727,0.00245303,0.003333799,0.002576164,0.0001721558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402418,"about_ca_system_score_gemma":0.00171064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008967889,"about_ca_topic_score_gemma":0.001889829,"domain_scores_codex":[0.98483,0.007042223,0.002086117,0.0006881272,0.00498714,0.0003662791],"domain_scores_gemma":[0.9381664,0.03931183,0.01036774,0.004102654,0.006801802,0.00124963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002688803,0.001052502,0.7225093,0.0007315741,0.000501994,0.000292636,0.0202362,0.001451117,0.00400816,0.02269262,0.003358557,0.2228965],"study_design_scores_gemma":[0.0001039181,0.001960873,0.9311475,0.0007052851,0.0002486223,0.0009786237,0.01370651,0.008727396,0.00317789,0.01846828,0.02059107,0.0001839511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9110427,0.001199638,0.05526559,0.002099062,0.0003263166,0.002884353,0.0009633256,0.000162659,0.02605637],"genre_scores_gemma":[0.9453446,0.0005086784,0.04713639,0.0005748809,0.0001980938,0.004425363,0.0005900981,0.00002854912,0.001193311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01932848,"threshold_uncertainty_score":0.1022201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07849335302662863,"score_gpt":0.3635850356764116,"score_spread":0.285091682649783,"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."}}