{"id":"W3208559407","doi":"10.1016/j.ijresmar.2021.09.011","title":"Marketing and investor behavior: Insights, introspections, and indications","year":2021,"lang":"en","type":"article","venue":"International Journal of Research in Marketing","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Marketing; Quarter (Canadian coin); Context (archaeology); Marketing research; Quality (philosophy); Stock (firearms); Value (mathematics); Business; Economics; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00601097,0.00007824423,0.0001969376,0.0008397791,0.0001302543,0.0002790443,0.0001972874,0.00006310912,0.0001303607],"category_scores_gemma":[0.00403925,0.00008599069,0.00004034728,0.0003272527,0.0001880435,0.000444158,0.0001792663,0.0004849287,0.000003622427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674183,"about_ca_system_score_gemma":0.0001083226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000578597,"about_ca_topic_score_gemma":0.00004005731,"domain_scores_codex":[0.9985041,0.0002542356,0.0006557018,0.0002139186,0.0001809856,0.0001910858],"domain_scores_gemma":[0.9984144,0.0007374251,0.0003123111,0.00009156154,0.0003552089,0.00008911973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001245401,0.0001420746,0.8231236,0.00004394562,0.00005729594,0.0002394487,0.0003650046,0.00000291224,0.0003064313,0.1645997,0.001283138,0.009711931],"study_design_scores_gemma":[0.0005349015,0.00003766983,0.9300618,0.0002535927,0.000002704621,0.000177634,0.0008770586,0.0001847665,0.00004053694,0.03491824,0.03280755,0.0001035287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669899,0.01012694,0.0000554467,0.00475949,0.0004808028,0.00008214745,0.00001791689,0.000005388004,0.01748195],"genre_scores_gemma":[0.9905515,0.006578467,0.002148375,0.00009694841,0.0002907965,0.00001128179,0.000003462822,0.00001080351,0.000308377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296814,"threshold_uncertainty_score":0.4835652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06855083718218084,"score_gpt":0.3327261908132369,"score_spread":0.264175353631056,"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."}}