{"id":"W3166173292","doi":"10.1017/cbo9781139105859","title":"Direct Action, Deliberation, and Diffusion","year":2012,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Social Media and Politics","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Grassroots; Deliberation; Reflexivity; Collective action; Action (physics); Direct action; Ethnography; Sociology; Political science; Dynamics (music); Social movement; Economic Justice; Public relations; Social science; Law; Politics; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007302895,0.0005941075,0.0004456496,0.002221453,0.00258899,0.01076681,0.001209843,0.003145257,0.00379412],"category_scores_gemma":[0.01501303,0.0004578505,0.0004985055,0.002778571,0.03612319,0.0144624,0.005970731,0.003015619,0.0006603021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003556429,"about_ca_system_score_gemma":0.002461561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605214,"about_ca_topic_score_gemma":0.001109008,"domain_scores_codex":[0.9913333,0.00572743,0.0002269582,0.0009313632,0.001167204,0.0006136937],"domain_scores_gemma":[0.9859677,0.01143119,0.0007312593,0.001240272,0.0003402871,0.0002893153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001541256,0.00001540064,0.0004939817,0.0001173038,0.00001061417,0.00007277339,0.01336094,0.0006478244,0.0001544113,0.9665858,0.0009050301,0.01762037],"study_design_scores_gemma":[0.00001642414,0.00001698477,0.0004240668,0.0001691512,0.000008223242,0.00008504411,0.00403505,0.0007598873,0.0002448234,0.960519,0.03370867,0.00001276306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09767856,0.03553138,0.1023141,0.03375052,0.0004591984,0.0002267061,0.0001272225,0.000225142,0.7296872],"genre_scores_gemma":[0.9577612,0.007471962,0.009461025,0.0008237725,0.0002519132,0.0003480015,0.00005137626,0.00008723291,0.02374354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01076681,"threshold_uncertainty_score":0.03862184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581449857935504,"score_gpt":0.2573727207571087,"score_spread":0.2215582221777537,"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."}}