{"id":"W4285033062","doi":"10.36572/csm.book_07","title":"Claims and Reality of New Museology: Case Studies in Canada, the United States and Mexico","year":2025,"lang":"en","type":"article","venue":"","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Museology; Citizen journalism; Sociology; Democracy; Political science; Social science; Media studies; History; Politics; Archaeology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007251721,0.00005951048,0.0001233659,0.0000251679,0.0001167247,0.00001679975,0.00003041014,0.00001098759,0.0001434438],"category_scores_gemma":[0.00001070225,0.00003051052,0.000007081677,0.00003412774,0.0002175645,0.00003473573,0.00004523409,0.00005074723,9.343088e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002123995,"about_ca_system_score_gemma":0.00006546547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871925,"about_ca_topic_score_gemma":0.9991902,"domain_scores_codex":[0.9996488,0.00003051999,0.0001301826,0.00007749761,0.00003279159,0.00008019939],"domain_scores_gemma":[0.9997474,0.000102178,0.00002290511,0.000067988,0.00003992127,0.00001960432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000380152,0.00002181424,0.01496356,0.0002123861,0.0001693843,0.0001949187,0.1374593,0.00001404677,0.000008243089,0.687054,0.1562169,0.003647418],"study_design_scores_gemma":[0.0006978496,0.00005877163,0.01218165,0.00007943453,0.00004931207,0.00004387797,0.6682457,0.0004167088,0.00007007409,0.01610412,0.3018806,0.0001718734],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888925,0.0008715792,4.748696e-7,0.00371303,0.0000700942,0.00007796563,0.00001802422,0.000005795278,0.006350563],"genre_scores_gemma":[0.99089,0.0005265784,0.000005201617,0.001024095,0.00001400134,0.000002476721,0.000004000467,0.00000156978,0.007532084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6709499,"threshold_uncertainty_score":0.1570609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08153305190774209,"score_gpt":0.2919381318174788,"score_spread":0.2104050799097367,"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."}}