{"id":"W4414279269","doi":"10.2139/ssrn.5499730","title":"Executive Visibility in SPACs: A Worthwhile Investment or a Futile Pursuit?","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Visibility; Executive summary; Investment (military); Index (typography); Retail sales","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":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02653804,0.0006587265,0.001572902,0.001869466,0.0003612862,0.001381561,0.003526697,0.0004891469,0.0006190672],"category_scores_gemma":[0.005374671,0.0004465457,0.0007614575,0.001909491,0.0001329738,0.0003208353,0.002717531,0.007209679,0.0001419903],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004404293,"about_ca_system_score_gemma":0.01898265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007644186,"about_ca_topic_score_gemma":0.03201963,"domain_scores_codex":[0.9866897,0.00140858,0.003034923,0.001809375,0.00357056,0.003486903],"domain_scores_gemma":[0.9931649,0.002061645,0.001616837,0.002054974,0.0008037882,0.0002978378],"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":[0.002925,0.001396023,0.02927399,0.0001142663,0.0009067703,0.0004512721,0.006174684,0.0077504,0.00004627571,0.6306887,0.04900689,0.2712657],"study_design_scores_gemma":[0.0009556905,0.0002406142,0.003697194,0.0005007426,0.00003140068,0.000259824,0.006768592,0.002099407,0.000005414142,0.9577005,0.02727937,0.0004612618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6011174,0.07928282,0.1667917,0.005647808,0.01596048,0.007517268,0.0005585158,0.0004117077,0.1227123],"genre_scores_gemma":[0.9507933,0.0007773864,0.0007172513,0.0005830384,0.0006344508,0.0001037844,0.00000541394,0.00003532726,0.04635004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3496759,"threshold_uncertainty_score":0.9997987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104795417665763,"score_gpt":0.4074342294322196,"score_spread":0.3026388117664566,"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."}}