{"id":"W2032254675","doi":"10.1111/j.1528-3585.2012.00492.x","title":"Doing It Differently: Collective Impressions of the Creation of an “Art Gallery”","year":2012,"lang":"en","type":"article","venue":"International Studies Perspectives","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Columbia university; Art history; Media studies; Library science; Special collections; History; Sociology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009273713,0.00007826589,0.0001200602,0.00006850249,0.0002639812,0.00001562472,0.0001349526,0.00001316105,0.001226606],"category_scores_gemma":[0.000121587,0.00005012284,0.00006305886,0.00003259025,0.0002913898,0.0002189744,0.00009112748,0.00004987778,0.000009361986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600271,"about_ca_system_score_gemma":0.00004776414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003419696,"about_ca_topic_score_gemma":0.0001819443,"domain_scores_codex":[0.9993584,0.0000413756,0.0001885209,0.00009460366,0.0002268759,0.00009020202],"domain_scores_gemma":[0.9991195,0.0001048354,0.0001538848,0.00008851072,0.0005088581,0.00002445259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003519008,0.000521992,0.006287625,0.000008623232,0.0004393652,4.643124e-8,0.8080892,0.000006050398,0.0002557601,0.1664772,0.01730707,0.0005718437],"study_design_scores_gemma":[0.0003223933,0.00005286588,0.1003558,0.00009497545,0.00003365591,0.000001266129,0.708528,0.00001625667,0.001939523,0.002309554,0.1862148,0.0001308686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4055105,0.0007902808,0.00004927849,0.003129838,0.002023872,0.0002182847,0.00003665381,0.00002096303,0.5882204],"genre_scores_gemma":[0.9719374,0.0001175872,0.0001811104,0.00006681872,0.0003269271,0.00002961961,0.000003811758,0.000005584496,0.02733117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5664269,"threshold_uncertainty_score":0.9996864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825234639040874,"score_gpt":0.3343429919471013,"score_spread":0.2860906455566925,"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."}}