{"id":"W2921845756","doi":"10.1007/978-981-13-6908-7_10","title":"Conversation Quest in MEGA World (Multiplayer Educational Game for All)","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in educational technology","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Conversation; Mega-; Media studies; Sociology; Multimedia; Computer science; Communication; Physics; Astronomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003711089,0.0004921973,0.0005099068,0.002953588,0.00005406635,0.0000830244,0.001395226,0.001013372,0.0005635712],"category_scores_gemma":[0.00113538,0.0005651638,0.0001221364,0.0005681395,0.0001877762,0.0002749499,0.0001799501,0.001258891,0.00028477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310255,"about_ca_system_score_gemma":0.002381961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004905642,"about_ca_topic_score_gemma":0.0009761335,"domain_scores_codex":[0.9971289,0.00004804481,0.0007320826,0.001213017,0.0003770209,0.0005009598],"domain_scores_gemma":[0.9957463,0.002253297,0.0005347937,0.001042607,0.0003568565,0.00006616227],"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":[0.00001569567,0.0002111056,0.00618787,0.00008966072,0.00004081604,8.917455e-7,0.000709963,0.003020675,0.0001209287,0.9712174,0.001478403,0.01690662],"study_design_scores_gemma":[0.000520464,0.00007786912,0.004321942,0.0002729674,0.00001643592,0.00002853775,0.000007333011,0.003340899,0.000215725,0.8798558,0.1107309,0.0006111512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003077669,0.004604117,0.2146221,0.6777408,0.01907879,0.007887062,0.00009374417,0.0007143048,0.07218146],"genre_scores_gemma":[0.793388,0.000111062,0.1153632,0.003179914,0.001570301,0.00164778,0.001269205,0.000178817,0.08329169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7903103,"threshold_uncertainty_score":0.99968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425712046477958,"score_gpt":0.2818227316709185,"score_spread":0.2675656112061389,"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."}}