{"id":"W3371375","doi":"10.1007/bf00256630","title":"Recognising the Value of the Arts and Humanities in a Time of Austerity","year":2013,"lang":"en","type":"article","venue":"European Journal of Nuclear Medicine","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Norges Forskningsråd; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canada Research Chairs","keywords":"Austerity; Value (mathematics); The arts; Humanities; Art; Visual arts; Aesthetics; Sociology; Political science; Mathematics; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01204723,0.00006192198,0.0002438107,0.0001844987,0.0001013887,0.00005808549,0.001160806,0.00001187786,0.0006930472],"category_scores_gemma":[0.003636895,0.00002415639,0.00005277493,0.0003774401,0.001114407,0.0002599698,0.000222043,0.0003592361,0.0000421324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008578711,"about_ca_system_score_gemma":0.00002589705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002816942,"about_ca_topic_score_gemma":0.000001429776,"domain_scores_codex":[0.9966492,0.0009718104,0.0007818528,0.0000995143,0.001366697,0.0001309374],"domain_scores_gemma":[0.9981523,0.0006878288,0.0005810232,0.0002281589,0.0002847742,0.00006598723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000340804,0.0002303528,0.04597066,0.0000784793,0.0000828905,0.0001722066,0.1211611,0.0001244271,0.2296639,0.002331892,0.3360716,0.2637717],"study_design_scores_gemma":[0.0008248072,0.0005650673,0.9383178,0.0007166925,0.00001374688,0.0001581432,0.01135158,0.0006917965,0.0002330886,0.004671808,0.0423886,0.00006682208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718832,0.0002096582,0.000007714461,0.008863844,0.0001267632,0.00007440313,5.300245e-7,0.000001253197,0.01883258],"genre_scores_gemma":[0.9983624,0.00006950148,0.0000867239,0.0006491221,0.0001383944,4.79562e-8,1.581327e-8,0.000006392227,0.0006874427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8923472,"threshold_uncertainty_score":0.7588381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473536593604992,"score_gpt":0.3607096449073071,"score_spread":0.2133559855468079,"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."}}