{"id":"W2891743775","doi":"","title":"Good times for free","year":2018,"lang":"en","type":"article","venue":"Middlesex University Research Repository (Middlesex University Of London)","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Visual arts; Quarter (Canadian coin); Media studies; Independence (probability theory); Taste; Art; History; Sociology; Psychology; Archaeology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0006619917,0.0002905017,0.0004517821,0.0004930317,0.003244299,0.0001486385,0.001825454,0.0002003611,0.001840513],"category_scores_gemma":[0.00008187903,0.0003180562,0.0003786335,0.0003044101,0.003337545,0.0008551257,0.0007140453,0.0004269384,0.0002056132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310317,"about_ca_system_score_gemma":0.0002756412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004428057,"about_ca_topic_score_gemma":0.005700215,"domain_scores_codex":[0.9970573,0.0003575087,0.0002428781,0.0006926521,0.0008157791,0.0008339386],"domain_scores_gemma":[0.9962784,0.0003252931,0.0001859474,0.0009177446,0.001940794,0.0003518122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003410809,0.0009816033,0.001294451,0.0006057328,0.0007145564,0.0004886317,0.04575398,0.00000668055,0.009628614,0.7937171,0.1388471,0.004550746],"study_design_scores_gemma":[0.00222464,0.001329064,0.0004021168,0.00013726,0.00008490271,0.00001139948,0.06419607,0.0001758993,0.001996914,0.001168955,0.9278414,0.0004313568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3796055,0.0002405707,0.0002169536,0.0005929715,0.0005311526,0.0008869183,0.0003169647,0.0002059047,0.6174031],"genre_scores_gemma":[0.6561636,0.00005434681,0.0005789057,0.00002069674,0.0005949418,4.243904e-7,0.00003411319,0.00002696723,0.342526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7925481,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06715699203108239,"score_gpt":0.2478602666599302,"score_spread":0.1807032746288478,"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."}}