{"id":"W6907716549","doi":"10.25384/sage.c.6860471","title":"Analysts’ Institutional Client Catering and Reputation Tradeoff: Strategic Timing of Recommendations","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downgrade; Reputation; Quarter (Canadian coin); Institutional investor; Portfolio; Stock (firearms)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001435,0.0002819123,0.0004664259,0.001083588,0.0001580484,0.0001671956,0.0005891454,0.0001930434,0.005020996],"category_scores_gemma":[0.0001808787,0.0002808344,0.00006173065,0.0006325007,0.000121415,0.0005358068,0.0003610491,0.0004170429,0.0002378177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303821,"about_ca_system_score_gemma":0.000219328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006075177,"about_ca_topic_score_gemma":0.00194471,"domain_scores_codex":[0.9976881,0.0001771581,0.0008074723,0.0005493549,0.0005045132,0.0002733798],"domain_scores_gemma":[0.9976179,0.00008812644,0.001173496,0.0009271764,0.00005426013,0.0001390557],"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":[0.00006885533,0.0004531997,0.001248032,0.0008614484,0.003210499,0.0004066786,0.0009408162,0.001046278,0.009470835,0.0002312892,0.7884771,0.193585],"study_design_scores_gemma":[0.006453477,0.0003131057,0.01951676,0.09462793,0.004622687,0.001931697,0.00558687,0.04538304,0.0005582795,0.004272595,0.8123114,0.004422144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.007683334,0.152198,0.01821288,0.005286585,0.007035679,0.004344588,0.3099597,0.004054591,0.4912246],"genre_scores_gemma":[0.3196631,0.3382672,0.05650048,0.0003052557,0.006899062,0.0001626523,0.06492517,0.01354867,0.1997284],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3119797,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2306649061626421,"score_gpt":0.3937232163803454,"score_spread":0.1630583102177033,"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."}}