{"id":"W1844683664","doi":"10.22230/cjc.2006v31n3a1652","title":"Appropriating Technology: Vernacular Science and Social Power","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vernacular; Power (physics); Sociology; Social science; Art; Literature; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006568637,0.00005466216,0.0000765783,0.0006531091,0.0006450123,0.0002206737,0.0004826252,0.00008245114,0.00003112845],"category_scores_gemma":[0.00009710946,0.00005968442,0.00001519216,0.0008036657,0.0002851149,0.001217349,0.00007197034,0.0002930977,0.000004749882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000252974,"about_ca_system_score_gemma":0.0003042105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102177,"about_ca_topic_score_gemma":0.001335518,"domain_scores_codex":[0.9993745,0.000005996691,0.0001773578,0.00006143242,0.0002439243,0.000136755],"domain_scores_gemma":[0.9987286,0.00000719952,0.0003712783,0.0001521613,0.0007267567,0.00001403375],"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":[0.000007517,0.00002570109,0.1039557,0.0000143312,0.00001912344,0.00001324235,0.0002343961,0.0001320595,0.003607261,0.8807082,0.005901819,0.005380641],"study_design_scores_gemma":[0.002122702,0.00003204519,0.242765,0.0001868488,0.0001237893,0.00006295778,0.007046922,0.004805719,0.0007988711,0.06918106,0.6721996,0.0006745174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639702,0.00008031565,0.0004067659,0.01112702,0.00006174322,0.00005535348,8.938983e-7,0.00001078289,0.02428687],"genre_scores_gemma":[0.9986802,8.792489e-7,0.0007042392,0.0004637692,0.00009553836,3.003042e-7,0.000001962675,0.000005638952,0.00004742727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8115271,"threshold_uncertainty_score":0.4960978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363158090183579,"score_gpt":0.2012226933574334,"score_spread":0.1875911124555976,"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."}}