{"id":"W2626041611","doi":"10.1111/itor.12431","title":"Cooperative advertising programs: are accrual constraints necessary?","year":2017,"lang":"en","type":"article","venue":"International Transactions in Operational Research","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Ontario Tech University","funders":"","keywords":"Business; Incentive; Advertising; Monopoly; Constraint (computer-aided design); Payment; Accrual; Budget constraint; Marketing; Microeconomics; Economics; Finance","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":[0.006300136,0.0004599394,0.0009941591,0.000581326,0.0009066482,0.003986039,0.001663976,0.001570668,0.01793208],"category_scores_gemma":[0.04192889,0.000445429,0.0004449157,0.001093822,0.002746846,0.005961026,0.001572231,0.002277774,0.0007602394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337603,"about_ca_system_score_gemma":0.003647852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984088,"about_ca_topic_score_gemma":0.003265198,"domain_scores_codex":[0.9942909,0.002405461,0.0003690284,0.0006591447,0.001284992,0.000990447],"domain_scores_gemma":[0.9378269,0.03470989,0.01637831,0.004476281,0.004092602,0.002516066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001414721,0.003113605,0.05928583,0.0009449049,0.000329441,0.001103166,0.001424017,0.06286161,0.006576568,0.6974196,0.007966118,0.1575603],"study_design_scores_gemma":[0.0006269721,0.002000868,0.1073894,0.0007287493,0.0005293993,0.001124636,0.004531772,0.1247489,0.00666025,0.7032226,0.04820624,0.000230253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7274391,0.001545147,0.06820692,0.007071139,0.0001797963,0.000448194,0.000372448,0.0002106187,0.1945266],"genre_scores_gemma":[0.9947333,0.0001597996,0.00219461,0.0002666643,0.00006482675,0.00005718802,0.00003333944,0.0000200804,0.002470214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793208,"threshold_uncertainty_score":0.0599888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220850002948855,"score_gpt":0.4042636348123645,"score_spread":0.282178634517479,"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."}}