{"id":"W4390989697","doi":"10.5267/j.ijdns.2023.11.009","title":"Understanding Roblox's business model and collaborative learning on participation in the decision-making process: implications for enhancing cooperative literacy","year":2024,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Indonesian; Knowledge management; Process (computing); Psychology; Cooperative learning; Collaborative learning; Public relations; Computer science; Pedagogy; Political science; Teaching method","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":[],"consensus_categories":[],"category_scores_codex":[0.00465707,0.0003369754,0.0002542904,0.000857982,0.002081839,0.006526045,0.0007790868,0.0007860898,0.005094643],"category_scores_gemma":[0.01140575,0.0001800817,0.0002762991,0.0005198767,0.004595185,0.005902624,0.005592531,0.001352133,0.0004247012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714176,"about_ca_system_score_gemma":0.003445945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644441,"about_ca_topic_score_gemma":0.00501884,"domain_scores_codex":[0.9963412,0.002572648,0.000113934,0.0002704686,0.0003125553,0.0003892167],"domain_scores_gemma":[0.9887857,0.007118306,0.001377072,0.0005548965,0.0004668969,0.001697019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000205077,0.002138099,0.1769852,0.0008934384,0.00006555275,0.001818861,0.3611553,0.00184344,0.00327652,0.1310605,0.004144019,0.3164141],"study_design_scores_gemma":[0.00008896253,0.0006288929,0.1611825,0.002308795,0.0001049984,0.001255437,0.4919786,0.01254576,0.002922091,0.1568731,0.1699603,0.0001504227],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8381348,0.0005038193,0.01445188,0.006734184,0.00004018339,0.0001444793,0.00004059708,0.0000598329,0.1398903],"genre_scores_gemma":[0.993517,0.0002067346,0.004181818,0.0001740691,0.000006313018,0.00006000728,0.0000160198,0.000007205183,0.001830743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006526045,"threshold_uncertainty_score":0.02462924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07870508296438904,"score_gpt":0.3890437343360284,"score_spread":0.3103386513716394,"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."}}