{"id":"W2341395898","doi":"","title":"Social media protest in context: surveillance, information management, and neoliberal governance in Canada","year":2015,"lang":"en","type":"book-chapter","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Social media; Political science; Context (archaeology); Public administration; Public relations; Sociology; Business; Geography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009766658,0.0003107035,0.0004106138,0.002208954,0.0195809,0.01544858,0.001298597,0.001535862,0.01121645],"category_scores_gemma":[0.004171161,0.0004100097,0.0002730888,0.0067277,0.01012394,0.002483918,0.002682222,0.002517933,0.0004686675],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1981585,"about_ca_system_score_gemma":0.2485286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981081,"about_ca_topic_score_gemma":0.9992486,"domain_scores_codex":[0.9979897,0.0001841183,0.00003698457,0.0002075398,0.0006704415,0.0009112941],"domain_scores_gemma":[0.9973537,0.000546635,0.0001788285,0.00009401033,0.0008612754,0.0009655661],"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":[0.0001387489,0.0001034236,0.04183805,0.0002085372,0.00005737931,0.0007081262,0.1107364,0.00193033,0.0006056249,0.630334,0.09040815,0.1229313],"study_design_scores_gemma":[0.00004192884,0.00003230531,0.1355862,0.0004724973,0.0000668205,0.0001688007,0.1699524,0.003183881,0.0007800222,0.04682329,0.6427267,0.0001651451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.345944,0.01103305,0.001489282,0.04881576,0.0002967558,0.0001077015,0.0007693237,0.00009160508,0.5914526],"genre_scores_gemma":[0.921904,0.002785695,0.0003614118,0.000856275,0.00002817564,0.00001445784,0.0001164632,0.00003578861,0.07389786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1981585,"threshold_uncertainty_score":0.9300225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0633546381541659,"score_gpt":0.3080074770643111,"score_spread":0.2446528389101452,"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."}}