{"id":"W4414257700","doi":"10.3390/jrfm18090513","title":"Financial Options Pricing: A Bibliometric Study and Cluster Analysis of Global Research Trends","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Citation analysis; Investment (military); Co-citation; Cluster (spacecraft); Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004610086,0.0004289404,0.0008457945,0.1277864,0.001607406,0.005025149,0.0006352878,0.0006848974,0.00236429],"category_scores_gemma":[0.02951842,0.0001849945,0.0009715391,0.1937825,0.0008185882,0.004636337,0.002095204,0.0003684865,0.0006960386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995504,"about_ca_system_score_gemma":0.00236998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005549496,"about_ca_topic_score_gemma":0.005325906,"domain_scores_codex":[0.9949095,0.0008341124,0.0007388551,0.0005122352,0.002694235,0.0003110362],"domain_scores_gemma":[0.9713736,0.01472775,0.005671448,0.00136097,0.006237039,0.000629187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002730579,0.00019454,0.5422679,0.003326426,0.000785995,0.00062192,0.009504693,0.003226167,0.002465704,0.01700701,0.01438903,0.4059376],"study_design_scores_gemma":[0.00003183642,0.0001589371,0.904233,0.0008667627,0.000554342,0.00108449,0.01604735,0.01297648,0.001952868,0.01002681,0.05194443,0.0001226147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256042,0.0123833,0.006057378,0.002203361,0.0001234366,0.0003333829,0.01625479,0.0003175654,0.03672258],"genre_scores_gemma":[0.9707136,0.007879729,0.008316821,0.00008749666,0.0003192934,0.0002681463,0.01024877,0.00006727226,0.002098931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8722137,"threshold_uncertainty_score":0.0243808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471938071731492,"score_gpt":0.3094979026191156,"score_spread":0.2747785219018007,"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."}}