{"id":"W1499680884","doi":"10.1080/03626784.2014.997535","title":"Creation as participation/participation as creation: Cultural production, participatory politics, and the intersecting lines of identification and activism","year":2015,"lang":"en","type":"article","venue":"Curriculum Inquiry","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Christian Studies","funders":"","keywords":"Citizen journalism; Politics; Identification (biology); Production (economics); Sociology; Cultural politics; Political science; Public relations; Law; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005367341,0.0001381363,0.0001817549,0.00005548466,0.0005050559,0.0001523346,0.00006601976,0.00005416945,0.0001668333],"category_scores_gemma":[0.00097404,0.00009420208,0.00003913263,0.00006655565,0.001158361,0.0007040208,0.00003231194,0.0001076913,0.00002692391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004830541,"about_ca_system_score_gemma":0.00004415591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004733812,"about_ca_topic_score_gemma":0.0003110019,"domain_scores_codex":[0.9987633,0.0002075436,0.0004084768,0.0002420666,0.0002203403,0.0001582816],"domain_scores_gemma":[0.998755,0.00005477366,0.0003043374,0.0001808424,0.0006072517,0.0000978013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007748658,0.0001725359,0.002522001,0.00008954723,0.00006227282,6.633792e-7,0.6579808,0.00006328615,0.000531588,0.3258684,0.01079606,0.001835395],"study_design_scores_gemma":[0.004848652,0.0006318965,0.01977312,0.0004972578,0.001332221,0.00006434557,0.7197347,0.005057087,0.01437537,0.03754984,0.1949167,0.001218703],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923645,0.0004744905,0.00005813034,0.0009039585,0.001298734,0.000327107,0.000002898579,0.00005329373,0.004516939],"genre_scores_gemma":[0.9950698,0.00001721492,0.00001178055,0.0001312239,0.001253787,0.0001357884,0.00003640197,0.00001031493,0.003333659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2883185,"threshold_uncertainty_score":0.4268028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068078356677969,"score_gpt":0.3450237902636488,"score_spread":0.2382159545958519,"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."}}