{"id":"W2001621961","doi":"10.1177/0741088312457908","title":"Theorizing Uptake and Knowledge Mobilization","year":2012,"lang":"en","type":"article","venue":"Written Communication","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Scholarship; Genre analysis; Focus (optics); Sociology; Mobilization; Linguistics; Epistemology; Political science; Law","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":[0.0003663733,0.00007209978,0.00009292911,0.00005283501,0.000419188,0.00008905584,0.0001387603,0.00001806148,0.0003679601],"category_scores_gemma":[0.00004031569,0.00006119941,0.00002717154,0.00003267569,0.0002097868,0.0003876061,0.0001327818,0.00006615803,0.00007400578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001532813,"about_ca_system_score_gemma":0.000004767111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008697712,"about_ca_topic_score_gemma":0.0006421357,"domain_scores_codex":[0.9995224,0.00009126134,0.0001349098,0.00006817835,0.00006078129,0.0001224006],"domain_scores_gemma":[0.9993964,0.00008021342,0.00005727338,0.0003631906,0.000075524,0.00002744384],"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":[0.000002009569,0.00008748412,0.001845071,0.00001176764,0.00005050957,3.631681e-8,0.1055327,6.524946e-7,0.00005865134,0.8635446,0.001871807,0.02699462],"study_design_scores_gemma":[0.000270495,0.00002460825,0.00569574,0.00007652264,0.0001975086,0.000002133535,0.1133981,0.0004380804,0.0001130774,0.006943453,0.8725368,0.0003033814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1362439,0.03273186,0.0001832813,0.000724167,0.0001873349,0.0001563387,0.000005445741,0.0001251992,0.8296424],"genre_scores_gemma":[0.9957669,0.0005437958,0.0003487113,0.00008818779,0.000262339,0.00002448458,0.00003282533,0.00001059426,0.002922134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8706651,"threshold_uncertainty_score":0.4028905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121751571924725,"score_gpt":0.2960499884212228,"score_spread":0.2548324727019756,"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."}}