{"id":"W4220791951","doi":"10.2139/ssrn.4011346","title":" Ssrn ","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Bishop's University","funders":"","keywords":"Corporate governance; Business; Equity (law); Brand equity; Channel (broadcasting); Finance; Accounting; Advertising; Telecommunications; Political science; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006751225,0.0008368327,0.001254145,0.002106122,0.001880962,0.004080428,0.001080993,0.003527533,0.6583459],"category_scores_gemma":[0.004771756,0.0004107988,0.0002979394,0.004390546,0.0008386712,0.002302484,0.001136717,0.001682362,0.5282333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003926559,"about_ca_system_score_gemma":0.002950659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01967628,"about_ca_topic_score_gemma":0.03503436,"domain_scores_codex":[0.9993585,0.000058843,0.00004891248,0.0001351563,0.0003316164,0.00006690442],"domain_scores_gemma":[0.9968388,0.0006043644,0.0002565266,0.0002519392,0.001594565,0.0004537445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005183257,0.00002345917,0.0003430617,0.0001020779,0.000002465761,0.00004097776,0.00003153722,0.00009620058,0.00008561178,0.005936949,0.9251716,0.06811419],"study_design_scores_gemma":[0.00002889495,0.00002370152,0.002633025,0.0002217823,0.000005917129,0.0000590544,0.00008469501,0.00033059,0.0003737584,0.007014442,0.9892092,0.00001493257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00156314,0.002426325,0.0003777517,0.01803729,0.002497036,0.00006244646,0.02904001,0.0006539972,0.9453419],"genre_scores_gemma":[0.00913846,0.001827225,0.0004782476,0.000552112,0.0004606655,0.00004053862,0.004145691,0.000287626,0.9830695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3416541,"threshold_uncertainty_score":0.4873281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901895820508037,"score_gpt":0.2422783646105865,"score_spread":0.2232594064055062,"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."}}