{"id":"W6892440860","doi":"10.5281/zenodo.10445083","title":"Counting is not Enough. Modelling Relevance in Art Exhibition Ecosystems","year":2020,"lang":"en","type":"article","venue":"Repositorio Institucional de la Universidad de Málaga (University of Málaga)","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Relevance (law); Exhibition; Leverage (statistics); Interpretation (philosophy); Institution; Data collection; Value (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006033911,0.0007495872,0.0008550875,0.002925529,0.001494944,0.006196962,0.00204148,0.002172419,0.005487989],"category_scores_gemma":[0.03364672,0.0006995421,0.001508806,0.003887154,0.003426263,0.009479751,0.002547841,0.001882551,0.0006812013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003966575,"about_ca_system_score_gemma":0.001563517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01223,"about_ca_topic_score_gemma":0.01093903,"domain_scores_codex":[0.9966142,0.001592042,0.0001618618,0.0007373909,0.0005753167,0.0003192079],"domain_scores_gemma":[0.9826852,0.01245389,0.002376058,0.001080165,0.0008793234,0.000525366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007745475,0.0001265215,0.02000146,0.0001934726,0.0000896288,0.0003014848,0.001377647,0.3689744,0.0006575409,0.5641719,0.002372419,0.04165606],"study_design_scores_gemma":[0.00001406512,0.00003606551,0.004968135,0.00005968246,0.00003158737,0.0001464529,0.0005201883,0.6286862,0.0002945813,0.3589387,0.006266419,0.00003792552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2483674,0.001419659,0.6918356,0.003893049,0.0001397491,0.0002964502,0.0006422058,0.0004796052,0.05292628],"genre_scores_gemma":[0.9387509,0.0003646015,0.05194345,0.0001371266,0.00007030589,0.0002118311,0.0001998227,0.00009864704,0.008223489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01223,"threshold_uncertainty_score":0.03191078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817180997879303,"score_gpt":0.2038093514102151,"score_spread":0.1856375414314221,"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."}}