{"id":"W4366505085","doi":"10.33063/ijrp.vi8.259","title":"Year Zero Economics - Using Edu-Larping to Explore Economic Systems in the Ninth Grade","year":2018,"lang":"en","type":"article","venue":"International Journal of Role-Playing","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Practicum; Unit (ring theory); Mathematics education; Curriculum; Subject (documents); Subject matter; Supervisor; Computer science; Psychology; Pedagogy; Political science; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000700275,0.0001089626,0.0001572697,0.0003452469,0.00007004618,0.0001580948,0.000645309,0.00006111824,0.0001229489],"category_scores_gemma":[0.00004630998,0.00009350236,0.00008236677,0.00006731362,0.00003935135,0.0002362264,0.00003558948,0.0002024999,0.0001638378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352128,"about_ca_system_score_gemma":0.0001100427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956355,"about_ca_topic_score_gemma":0.00001904226,"domain_scores_codex":[0.9987921,0.0001026249,0.0005859435,0.0001667812,0.0001773992,0.0001752172],"domain_scores_gemma":[0.9989942,0.0001492531,0.000441985,0.0001664686,0.0001851672,0.00006295509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0013106,0.001119246,0.3220866,0.00003335459,0.001743773,0.000132158,0.1899596,0.0590095,0.01409131,0.3568368,0.02107993,0.03259715],"study_design_scores_gemma":[0.005989049,0.00104225,0.4618179,0.001465548,0.0002135416,0.005313163,0.1995243,0.04111563,0.0008949971,0.01521183,0.2657924,0.001619405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986589,0.0002591015,0.00238886,0.002367477,0.005671738,0.0001185176,0.000008862962,0.000005479343,0.002591035],"genre_scores_gemma":[0.9954411,0.00002237479,0.00114682,0.000595432,0.002674549,0.00000934011,0.000005310874,0.00001811226,0.00008699948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.341625,"threshold_uncertainty_score":0.3812916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.082798151129727,"score_gpt":0.3722199946639259,"score_spread":0.2894218435341989,"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."}}