{"id":"W4416095382","doi":"10.31098/ijmadic.v3i2.3031","title":"Profitability of Cryptocurrency Trading Strategies Employed by Investors of a Philippine-Based Online Community: Basis for the Development of an Investor's Guidebook","year":2025,"lang":"","type":"article","venue":"International Journal of Marketing and Digital Creative","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Profitability index; Cryptocurrency; Trading strategy; Diversification (marketing strategy); Algorithmic trading; Stock trading; Alternative trading system","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":[0.003857542,0.0002111705,0.0004898791,0.0003673098,0.0002147761,0.0001177144,0.001396601,0.0001165252,0.000007493197],"category_scores_gemma":[0.003097928,0.0001667135,0.0001684669,0.000324212,0.0009617407,0.0005299735,0.0002606214,0.0003950125,1.875429e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113153,"about_ca_system_score_gemma":0.001281717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005740347,"about_ca_topic_score_gemma":0.00003772186,"domain_scores_codex":[0.9971893,0.000443232,0.001582266,0.0002062231,0.0004278946,0.0001510757],"domain_scores_gemma":[0.991808,0.003996425,0.001687911,0.0003187814,0.002121249,0.00006760833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004330121,0.006890461,0.0328679,0.001313727,0.002932693,0.00000210081,0.02779739,0.0002231779,0.005153949,0.02695028,0.0006053562,0.8909329],"study_design_scores_gemma":[0.01427525,0.007248613,0.2851833,0.01692396,0.0009551669,0.00007725407,0.1144901,0.2030118,0.1815753,0.1673408,0.007022969,0.001895441],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758208,0.0008053567,0.1209988,0.001026277,0.0001284835,0.0003568892,0.0003003513,0.000009259483,0.0005538063],"genre_scores_gemma":[0.9799392,0.00002803254,0.01990586,0.00003887474,0.00002064413,0.00001926318,0.00001748032,0.000006522779,0.00002419026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8890374,"threshold_uncertainty_score":0.679838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095690263707796,"score_gpt":0.3145631124833143,"score_spread":0.2836062098462363,"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."}}