{"id":"W2785566370","doi":"10.5430/ijba.v9n2p21","title":"An Analysis of the Level of Qualitative Efficiency for the Equity Research Reports in the Italian Financial Market","year":2018,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Stock exchange; Business; Capitalization; Market capitalization; Equity capital markets; Index (typography); Stock market index; Stock market; Initial public offering; Empirical research; Finance; Economics; Financial economics; Private equity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007925618,0.00006935406,0.0002285904,0.0003509689,0.0001114538,0.00008563977,0.0006592011,0.00004878475,0.00007049387],"category_scores_gemma":[0.002652328,0.00004133222,0.0001509527,0.0008938556,0.0003563569,0.0003215636,0.00003897628,0.0001134388,3.450131e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007922927,"about_ca_system_score_gemma":0.0003447969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003324943,"about_ca_topic_score_gemma":0.0009626004,"domain_scores_codex":[0.9982595,0.0001251243,0.001037868,0.0001261357,0.0003389035,0.0001124232],"domain_scores_gemma":[0.996255,0.0004328941,0.001328691,0.0002200725,0.001749128,0.00001420371],"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":[0.001062258,0.001175076,0.03741181,0.00005387624,0.0004932274,0.00001401874,0.01541767,0.0009110054,0.0004614757,0.9364082,0.003734132,0.002857259],"study_design_scores_gemma":[0.0002511767,0.0003662879,0.9224252,0.00004992425,0.00004280299,0.00001067549,0.002206286,0.002568051,0.000366773,0.06998405,0.001663942,0.00006487927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725818,0.0001742582,0.01453622,0.005652106,0.001199436,0.0003158511,0.0002785479,0.000001275461,0.005260503],"genre_scores_gemma":[0.999387,0.00003545337,0.0001820845,0.00008411716,0.0002296818,0.000009751339,0.000006866114,0.00000382692,0.00006122545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8850133,"threshold_uncertainty_score":0.3175276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3338826596451047,"score_gpt":0.454515262394097,"score_spread":0.1206326027489922,"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."}}