{"id":"W7089717725","doi":"10.5281/zenodo.17333073","title":"Micromuseology","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Exhibition; Cultural heritage; Tourism; Industrial heritage; Cultural property; Intellectual property; Bridge (graph theory); European union","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001675641,0.00008185488,0.0001106124,0.00005713595,0.002561607,0.001130617,0.0003746416,0.00002770978,0.1905378],"category_scores_gemma":[0.000365097,0.00007765358,0.00004415747,0.00008784973,0.0003556723,0.000113299,0.001109626,0.0001320286,0.02276043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005147228,"about_ca_system_score_gemma":0.000001569112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000125412,"about_ca_topic_score_gemma":0.000001948385,"domain_scores_codex":[0.9990734,0.000165819,0.0001242491,0.0002506857,0.0001426091,0.0002432723],"domain_scores_gemma":[0.9991403,0.00002144711,0.00003913421,0.0001946985,0.0005370128,0.00006738486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001426509,0.0001316921,0.000001671707,0.00001667763,0.00005122045,0.00005748454,0.005948394,0.00000203435,0.001205345,0.4400116,0.5206404,0.03191919],"study_design_scores_gemma":[0.0002121856,0.00008306198,0.0001065632,0.000005348796,0.000009856079,0.00003283309,0.002087646,0.000004994272,0.0001304386,0.0007730218,0.9964575,0.0000965186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02546908,0.0001292968,0.00007656965,0.002260768,0.0002706072,0.0001108632,0.0001204941,0.0005771019,0.9709852],"genre_scores_gemma":[0.955317,0.00009656431,0.0001787081,0.002083794,0.0007439709,3.567883e-8,0.001074124,0.0009453999,0.03956041],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9314248,"threshold_uncertainty_score":0.9999063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249399396219424,"score_gpt":0.2301652042005752,"score_spread":0.1052252645786327,"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."}}