{"id":"W4411657248","doi":"10.51847/igobfdq","title":"10.51847/iGoBFdq","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Customer churn and segmentation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; The Internet; Loyalty; Advertising; Loyalty business model; Marketing; Computer science; World Wide Web; Service quality; Service (business)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008452745,0.0000894347,0.00008548312,0.0001088436,0.0000808607,0.0001503937,0.0001167691,0.00002573021,0.9920293],"category_scores_gemma":[0.00001080257,0.00008761416,0.00003673321,0.0002833326,0.00001047533,0.000414303,0.00003024465,0.00003856527,0.9926689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001512589,"about_ca_system_score_gemma":0.000004176915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008614671,"about_ca_topic_score_gemma":6.051012e-7,"domain_scores_codex":[0.9994339,0.000003113069,0.000114657,0.0001448597,0.0001379665,0.0001655135],"domain_scores_gemma":[0.9997889,0.000007936646,0.00002666291,0.0001303683,0.00003345387,0.00001264369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003879692,0.00002934285,0.000003366505,0.000009735767,0.000006200005,0.000002772014,0.000005494179,0.000043891,0.0001129012,0.00001714723,0.08467116,0.9150592],"study_design_scores_gemma":[0.0002122272,0.000006760009,0.000418607,0.000007476993,0.00001574575,7.01931e-7,0.000002360096,0.0006178907,0.000007689349,0.0000091458,0.9985773,0.000124086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0097189,0.00001075546,0.000001268538,0.0005373994,0.000006009018,0.0001239516,0.000001121197,0.0001458338,0.9894547],"genre_scores_gemma":[0.004102288,1.097764e-7,0.00002870642,0.0009048646,0.0005562669,0.0000100513,0.00003510911,0.00001656605,0.994346],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9149351,"threshold_uncertainty_score":0.3572802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008503048392044082,"score_gpt":0.1788479112087718,"score_spread":0.1703448628167277,"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."}}