{"id":"W3207344428","doi":"10.1609/aiide.v17i1.18897","title":"The Definition-Context-Purpose Paradigm and Other Insights from Industry Professionals about the Definition of a Quest","year":2021,"lang":"en","type":"article","venue":"Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment","topic":"Educational Games and Gamification","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Context (archaeology); Perspective (graphical); Variety (cybernetics); Narrative; Thematic analysis; Process (computing); Engineering ethics; Work (physics); Knowledge management; Sociology; Computer science; Public relations; Qualitative research; Political science; Engineering; Social science; History","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":[0.0001286308,0.0001622244,0.0001735499,0.00003667738,0.0001953017,0.00022184,0.0002532319,0.0001002324,0.0001351382],"category_scores_gemma":[0.0002547058,0.00008962364,0.00007511422,0.0001229063,0.0004198275,0.0002390103,0.0001093139,0.0003320778,0.00002072668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003185012,"about_ca_system_score_gemma":0.00005788628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000777,"about_ca_topic_score_gemma":0.0000388301,"domain_scores_codex":[0.9987968,0.000044382,0.0004687643,0.0003044482,0.0002367425,0.0001488272],"domain_scores_gemma":[0.9984822,0.000526553,0.0004252905,0.0001604634,0.0003562685,0.00004928304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002623236,0.0004766063,0.002145299,0.00001146155,0.00009361927,2.741582e-7,0.01141385,2.110665e-7,0.002026398,0.9502636,0.0001478539,0.03315852],"study_design_scores_gemma":[0.0001633569,0.0003812798,0.03018151,0.001286663,0.00007044266,0.00001691167,0.1595008,0.000158593,0.09462623,0.7084037,0.004915814,0.0002947073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659303,0.0004384842,0.00009077531,0.006600028,0.0003706483,0.0003841775,0.00008972675,0.000007723705,0.02608811],"genre_scores_gemma":[0.9984581,0.00009942448,0.00001587218,0.0008605215,0.00006158496,0.0001167069,0.00001189951,0.00001019759,0.0003657225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418599,"threshold_uncertainty_score":0.3654746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08877350954595588,"score_gpt":0.3416314664655793,"score_spread":0.2528579569196235,"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."}}