{"id":"W3083060843","doi":"10.18646/2056.73.20-016","title":"Montage, DaDa and the Dalek: The Game of Meaning in Higher Education","year":2020,"lang":"en","type":"article","venue":"International Journal Of Management and Applied Research","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Construct (python library); Meaning (existential); Creativity; Certificate; Higher education; Process (computing); Mathematics education; Space (punctuation); Pedagogy; Psychology; Computer science; Social psychology","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":[0.001710499,0.0000401976,0.00008520351,0.0001075765,0.0001022927,0.00003312835,0.0002512304,0.00002133923,0.00006312177],"category_scores_gemma":[0.00004707153,0.00002231143,0.00001681689,0.0001230039,0.0001106591,0.00006918541,0.0001571639,0.0003822895,0.000005720764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000395095,"about_ca_system_score_gemma":0.00005496231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003891623,"about_ca_topic_score_gemma":0.000006846041,"domain_scores_codex":[0.9989362,0.0001377343,0.0002859703,0.00007155704,0.0004569203,0.0001115589],"domain_scores_gemma":[0.9991937,0.0003997025,0.0001463549,0.00005252803,0.0001685194,0.0000391387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001395057,0.0001507818,0.011426,0.0002060367,0.000170928,0.000004706325,0.01822162,0.0001327168,0.0001095312,0.8428595,0.0199353,0.1053878],"study_design_scores_gemma":[0.008080935,0.0001735384,0.2631301,0.001062353,0.00006907767,0.000006508115,0.1008137,0.0006752875,0.0001353248,0.1020865,0.523541,0.0002257096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6081953,0.001087027,0.00008224509,0.06967487,0.0008536226,0.0006338751,0.000001874853,0.000004966304,0.3194662],"genre_scores_gemma":[0.9962872,0.0006891647,0.00007279026,0.0006038395,0.000401232,0.0000193782,0.000001431241,0.000004471685,0.001920552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.740773,"threshold_uncertainty_score":0.1660879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1925891058918483,"score_gpt":0.4657474893270492,"score_spread":0.2731583834352009,"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."}}