{"id":"W2551403525","doi":"10.2139/ssrn.4549066","title":"Advertising, Innovation and Economic Growth","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Advertising; Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002582594,0.0001204807,0.0002296575,0.0005022126,0.0001926755,0.00008226711,0.0001467034,0.00007029711,0.00006315653],"category_scores_gemma":[0.0001174843,0.0001453159,0.00005074716,0.0003098123,0.00004069674,0.0004559974,0.00004433762,0.0006593035,0.0009545852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005498973,"about_ca_system_score_gemma":0.0002583419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703885,"about_ca_topic_score_gemma":0.0001701542,"domain_scores_codex":[0.9979706,0.00001412163,0.0004825302,0.0003028987,0.00001705181,0.001212756],"domain_scores_gemma":[0.9994714,0.0000273929,0.0002937895,0.000135866,0.00002125935,0.00005034984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009702599,0.000006850124,0.1037284,0.000005029548,0.00004866999,6.508793e-7,0.00006309189,0.00001125353,0.00001572932,0.8921954,0.0005097598,0.003405431],"study_design_scores_gemma":[0.0004212685,0.00007968036,0.02946699,0.000003365009,0.000003160248,0.00009661353,0.0001193468,0.000468239,0.00004079113,0.9622962,0.006827675,0.0001766509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855028,0.001960542,0.001605799,0.002426833,0.0005516979,0.00008000751,0.00001480871,0.00005997985,0.007797556],"genre_scores_gemma":[0.9927703,0.004376486,0.00003723225,0.0001142634,0.0003802739,0.000004550315,0.000009458646,0.00002305534,0.002284379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07426141,"threshold_uncertainty_score":0.9998233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481031187505662,"score_gpt":0.2125946418942223,"score_spread":0.1977843300191657,"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."}}