{"id":"W2129418989","doi":"10.5267/j.msl.2013.07.008","title":"A social work study on public attitudes toward the role of arts and cultural institutions in the cultural development of the country","year":2013,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Work (physics); Cultural institution; Sociology; Political science; Cultural values; Public relations; Psychology; Social science; Media studies; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000873244,0.00008610258,0.00008920335,0.00003921132,0.001963927,0.0002808061,0.0009209857,0.00001997344,0.000007532172],"category_scores_gemma":[0.00004674012,0.00003731328,0.00003460354,0.001476617,0.002004826,0.0004081749,0.0001874527,0.0001105788,0.000004253042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085266,"about_ca_system_score_gemma":0.0000337409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259086,"about_ca_topic_score_gemma":0.0009428752,"domain_scores_codex":[0.9984056,0.0001253636,0.0001819134,0.0001697863,0.0008506477,0.0002666677],"domain_scores_gemma":[0.9996819,0.00003205708,0.0001008591,0.0001165369,0.00004471412,0.00002387723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004781155,0.0002622633,0.2482217,0.00001124602,0.00004198169,7.773682e-7,0.5852266,0.00003194487,0.0005996915,0.1542293,0.001212503,0.0101572],"study_design_scores_gemma":[0.00008205712,0.000006233374,0.7277949,0.00001092589,0.000007574825,6.729255e-8,0.2677404,0.000003542232,0.000007399235,0.0002106295,0.00408209,0.00005410275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517124,0.00001151599,0.000002626143,0.04183638,0.0001120536,0.0007791574,5.490935e-7,0.000009244967,0.005536076],"genre_scores_gemma":[0.9983786,0.000004461765,0.00004417939,0.001402024,0.00003688645,0.0000830568,5.729214e-7,0.000001438084,0.00004873813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4795733,"threshold_uncertainty_score":0.9993354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05975607051443333,"score_gpt":0.3203138240182701,"score_spread":0.2605577535038368,"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."}}