{"id":"W2975229773","doi":"10.4324/9781315179254-54","title":"Developing a Collective Learning Arts Space","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Space (punctuation); Visual arts; Sociology; Computer science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008209,0.0004810874,0.0002793664,0.0009977752,0.006928169,0.009917677,0.001708161,0.002118091,0.0263388],"category_scores_gemma":[0.001255952,0.0002299509,0.0005583931,0.0009716279,0.007500717,0.009752908,0.00896324,0.003365339,0.00431785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005364476,"about_ca_system_score_gemma":0.005632179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600199,"about_ca_topic_score_gemma":0.00831395,"domain_scores_codex":[0.9991505,0.0002864125,0.00001661443,0.0001121923,0.0003090166,0.0001253287],"domain_scores_gemma":[0.9993586,0.0001883509,0.00002916579,0.0001004171,0.0001169943,0.0002065006],"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":[0.000003339134,0.00003211994,0.00007366553,0.000110114,0.00000216946,0.00007470923,0.007437785,0.0004827841,0.0002008243,0.9183428,0.03045018,0.04278959],"study_design_scores_gemma":[0.000002862898,0.000009590593,0.00005746881,0.0001459339,0.000001333885,0.0000710008,0.00276981,0.0002713587,0.0001708464,0.0557372,0.9407576,0.000004943627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006074348,0.006978897,0.02311351,0.01086467,0.001610652,0.0001436949,0.00003540526,0.0002539618,0.9509249],"genre_scores_gemma":[0.1849995,0.01236017,0.05010454,0.003033286,0.001204162,0.0004215582,0.0001915593,0.0004545605,0.7472306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0263388,"threshold_uncertainty_score":0.08811212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07884814052582374,"score_gpt":0.2617457177698729,"score_spread":0.1828975772440492,"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."}}