{"id":"W4372287515","doi":"10.1002/mmr.32136","title":"Should You Bundle Membership and Event Registration?","year":2023,"lang":"en","type":"article","venue":"The Membership Management Report","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Bundle; Citation; Computer science; Information retrieval; World Wide Web","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":[0.002611869,0.0002444873,0.0002080922,0.0002604219,0.000408602,0.0005321386,0.0003863262,0.00007299611,0.0007140365],"category_scores_gemma":[0.00009795572,0.0001817858,0.0001028422,0.0006983341,0.00008909903,0.0008705157,0.0003967913,0.0001834794,0.0009069123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003490109,"about_ca_system_score_gemma":0.00001041579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003979889,"about_ca_topic_score_gemma":0.0001836628,"domain_scores_codex":[0.9981852,0.000009797647,0.0004808238,0.0004840953,0.0004031005,0.0004370325],"domain_scores_gemma":[0.9987641,0.0000658532,0.0003557616,0.0007394785,0.00004963822,0.0000251431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001290991,0.0001759052,0.09970091,0.001313068,0.0006166963,0.001582974,0.0004581903,0.001164202,0.00001426469,0.7249762,0.1576309,0.01223755],"study_design_scores_gemma":[0.0006170832,0.00001685389,0.05717426,0.0001009061,0.0003309251,0.0001109829,0.002346333,0.003972258,0.00003912543,0.1207125,0.8139398,0.0006389834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.267179,0.0000656633,0.0001192676,0.01169335,0.001045931,0.0008784753,0.000001337124,0.0008010396,0.7182159],"genre_scores_gemma":[0.9503199,0.00003449705,0.00005324114,0.00169185,0.0007739773,0.0001001076,0.0001105114,0.00003502504,0.04688091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6831409,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0701804257653005,"score_gpt":0.2728518552838988,"score_spread":0.2026714295185983,"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."}}