{"id":"W4306843927","doi":"10.1177/15245004221136223","title":"Understanding Grotesque Transparency as a Strategy for Fundamentalist Radicalization: Implications for Social Marketing Theory and Practice","year":2022,"lang":"en","type":"article","venue":"Social Marketing Quarterly","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Radicalization; Transparency (behavior); Sociology; Terrorism; Public relations; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01344521,0.0002107828,0.0002709143,0.00008383141,0.007680601,0.0003352188,0.000318594,0.0001497469,0.0002531731],"category_scores_gemma":[0.00221956,0.0002594315,0.0001904061,0.0002993232,0.0004963159,0.0003858439,0.00002771093,0.0002477965,0.000001157649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006810387,"about_ca_system_score_gemma":0.0003722718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003034231,"about_ca_topic_score_gemma":0.0002006551,"domain_scores_codex":[0.9932106,0.004707854,0.0004739914,0.0004922196,0.0003902504,0.0007250995],"domain_scores_gemma":[0.9896709,0.009622754,0.0003006058,0.0001051224,0.000143084,0.0001574987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.004075492,0.0002581663,0.0004972407,0.000258102,0.000141991,0.000003057084,0.3359245,0.00000138032,0.0001953996,0.6137707,0.007150737,0.03772324],"study_design_scores_gemma":[0.001026447,0.0003952376,0.003763422,0.00003618719,0.0001649066,0.00000872441,0.857623,0.0000751701,7.126181e-7,0.1144064,0.02206553,0.0004342381],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2808168,0.0009973104,0.4589841,0.1730642,0.003301002,0.009889842,0.003188106,0.001191913,0.06856667],"genre_scores_gemma":[0.9964727,0.00001808197,0.0001507377,0.001008763,0.00109765,0.0007900482,0.00007591578,0.00004240295,0.0003436555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7156559,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335577774034888,"score_gpt":0.396270900339828,"score_spread":0.2627131229363392,"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."}}