{"id":"W4320492814","doi":"10.5539/jel.v12n2p1","title":"A Qualitative Study of the Estonian Video Game Industry Expectations","year":2023,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Digital Games and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund","keywords":"Estonian; Video game; Game Developer; Persona; Theme (computing); Qualitative research; Bachelor; Work (physics); Public relations; Marketing; Business; Sociology; Game design; Multimedia; Political science; Computer science; Engineering","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":[0.007138174,0.0004503542,0.000523446,0.001322241,0.006457188,0.003961222,0.001033002,0.001234316,0.002473576],"category_scores_gemma":[0.006799766,0.000483228,0.000352203,0.00120874,0.004439656,0.002144729,0.003213764,0.001493299,0.0004152259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006124931,"about_ca_system_score_gemma":0.003665268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01614816,"about_ca_topic_score_gemma":0.02291829,"domain_scores_codex":[0.9948103,0.003216413,0.0002123334,0.0002517128,0.0004801471,0.001029097],"domain_scores_gemma":[0.9921387,0.005178127,0.0006225379,0.0001666017,0.001040256,0.0008538258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008041477,0.0000798386,0.00857581,0.000117189,0.00000385517,0.002164388,0.980961,0.00009147153,0.001787836,0.001649857,0.000578496,0.003909867],"study_design_scores_gemma":[0.000002727728,0.00004970609,0.004084637,0.00009869919,0.000002605292,0.0002731071,0.9885315,0.0001411683,0.0003335059,0.00009057501,0.006381409,0.00001045969],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934037,0.000198617,0.001248432,0.0006250723,0.00003432551,0.00007492584,0.0001028479,0.000008794913,0.004303229],"genre_scores_gemma":[0.9955524,0.0002332398,0.0004480574,0.0003189658,0.00000975624,0.0001075504,0.00006207251,0.00001045716,0.003257588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614816,"threshold_uncertainty_score":0.04443967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05687097545879386,"score_gpt":0.4442458013891029,"score_spread":0.387374825930309,"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."}}