{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005179408,0.0003013073,0.0007254791,0.0008320862,0.002741602,0.01261785,0.001005494,0.003758424,0.02968621],"category_scores_gemma":[0.04090017,0.0002063664,0.0002580837,0.001049068,0.005508828,0.01243895,0.006145648,0.004034275,0.001945625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838266,"about_ca_system_score_gemma":0.004517631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003785735,"about_ca_topic_score_gemma":0.008258005,"domain_scores_codex":[0.9973305,0.0007968958,0.0000768968,0.0002901543,0.0005072047,0.0009982419],"domain_scores_gemma":[0.9642794,0.01159615,0.003230952,0.002152064,0.003592317,0.01514908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009141942,0.0005794921,0.04110915,0.0003232934,0.0001229953,0.001025991,0.004663522,0.002537371,0.001011516,0.679186,0.07050811,0.1980184],"study_design_scores_gemma":[0.00008069105,0.0002484639,0.01649049,0.0004805152,0.00006395375,0.0002682419,0.01321103,0.003424048,0.000819453,0.8916419,0.07321204,0.00005901621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3786551,0.006269217,0.0162926,0.2264203,0.001893769,0.00007789922,0.0002989677,0.000184644,0.3699076],"genre_scores_gemma":[0.9897766,0.0005555227,0.0006721307,0.001967916,0.000391859,0.000009730389,0.00002997242,0.00002189519,0.006574295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02968621,"threshold_uncertainty_score":0.09931028,"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."}}