{"id":"W4386139710","doi":"10.36315/2023v1end081","title":"HACKING THE CHILDREN’S MUSEUM: ILLUMINATING MIDDLE YEARS SOCIAL STUDIES CURRICULUM IN PERMANENT EXHIBITIONS","year":2023,"lang":"en","type":"article","venue":"Education and new developments","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Exhibition; Curriculum; Hacker; Sociology; Visual arts; Computer science; Art; Pedagogy; Computer security","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":[0.0001033688,0.00007917632,0.00007906325,0.0000693831,0.0005447941,0.0001101319,0.00006245958,0.00001698836,0.0002046983],"category_scores_gemma":[0.00002132298,0.00005760417,0.00002017092,0.00009020771,0.00006406256,0.0001287326,0.00004755371,0.00007473918,0.00008521129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004919775,"about_ca_system_score_gemma":0.00008174997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003383516,"about_ca_topic_score_gemma":0.001289652,"domain_scores_codex":[0.9994509,0.00002145483,0.0001500205,0.0001272435,0.0001059474,0.0001444013],"domain_scores_gemma":[0.999824,0.000015422,0.00004426799,0.00004142007,0.00004494309,0.00002989929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000001250301,0.0001056303,0.0099406,0.00002824328,0.0000432039,0.00000131589,0.799691,4.255028e-7,0.00001737868,0.03287452,0.1054801,0.0518163],"study_design_scores_gemma":[0.0002615743,0.000007742608,0.5996171,0.0001494979,0.000009558612,0.000003172604,0.2565883,0.000005231317,0.000009898573,0.00106147,0.1420833,0.0002032282],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911551,0.000261588,9.318064e-8,0.002582966,0.0006714338,0.0001365626,0.00000366649,0.00004342073,0.005145184],"genre_scores_gemma":[0.9869826,0.0001470174,0.0000383155,0.0003679594,0.0004678004,0.00004475152,0.00004672691,0.000007919338,0.01189695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5896765,"threshold_uncertainty_score":0.4190171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049511851649718,"score_gpt":0.3062161287051913,"score_spread":0.2012649435402195,"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."}}