{"id":"W4387587476","doi":"10.2139/ssrn.4600121","title":"The Timing and Pricing of Micro-Acquisitions: A Perspective from Effort Justification Theory","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Perspective (graphical); Economics; Business; Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.007293074,0.0001565924,0.0002114436,0.000255679,0.0006911089,0.0003951811,0.0003003298,0.0001173314,0.00001131158],"category_scores_gemma":[0.001646838,0.0001200487,0.0001211162,0.0002500106,0.0001023834,0.0001701624,0.0003433755,0.001858724,0.00002299622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609767,"about_ca_system_score_gemma":0.001204696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792847,"about_ca_topic_score_gemma":0.0005030084,"domain_scores_codex":[0.9978969,0.00004951157,0.0004981573,0.0002964728,0.0004189434,0.00084007],"domain_scores_gemma":[0.9978511,0.0002590648,0.0009299244,0.0002475727,0.0007017668,0.00001054142],"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":[0.0002070787,0.0000637015,0.00736191,0.0001536462,0.000567699,0.000006375355,0.0007936863,0.0006110395,0.001673878,0.9353822,0.0003922175,0.05278657],"study_design_scores_gemma":[0.0001907683,0.00001370204,0.01881568,0.0002168895,0.0001529468,0.000009263794,0.008534334,0.001991663,0.00005128971,0.9695205,0.0003609782,0.0001420008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730309,0.006957524,0.01371812,0.003619264,0.0007513239,0.0005126483,0.000005497672,0.0000848479,0.001319922],"genre_scores_gemma":[0.9944347,0.002875015,0.00009380413,0.00004944719,0.001313744,0.00002942979,0.00002725645,0.00003723602,0.001139338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05264457,"threshold_uncertainty_score":0.8075332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448093472404878,"score_gpt":0.3209481292457694,"score_spread":0.2761387820052816,"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."}}