{"id":"W2949899003","doi":"10.4324/9781315764832-21","title":"Police ‘Image Work’ in an Era of Social Media: YouTube and the 2007 Montebello Summit Protest","year":2014,"lang":"en","type":"article","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Public security; Political science; Social media; Media studies; Work (physics); Sociology; Criminology; Public administration; Law; Geography; Engineering; Cartography","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":[0.00217998,0.0003290579,0.0003067355,0.001892764,0.01797808,0.01316321,0.001193698,0.002848634,0.008413105],"category_scores_gemma":[0.006255234,0.0004250566,0.0002009386,0.002753658,0.01000448,0.006244969,0.004685532,0.004756021,0.001133443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01537765,"about_ca_system_score_gemma":0.007694712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6017269,"about_ca_topic_score_gemma":0.7963005,"domain_scores_codex":[0.9983876,0.0006235615,0.00002588512,0.0001028023,0.0003325106,0.0005277149],"domain_scores_gemma":[0.9959291,0.001085083,0.0005881798,0.0002011122,0.0008653065,0.001331272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002329887,0.0001917732,0.04006754,0.0001281946,0.00004333812,0.00128277,0.7886461,0.00009293548,0.0006886441,0.01274896,0.1168748,0.03900198],"study_design_scores_gemma":[0.00001781896,0.00003842459,0.09521716,0.0001854308,0.00001571494,0.0001275416,0.8053793,0.0000985183,0.0001611049,0.001272803,0.09743915,0.00004709182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7662926,0.003042934,0.0003306026,0.103776,0.001127,0.0000545754,0.0008677324,0.00005717195,0.1244514],"genre_scores_gemma":[0.9826933,0.001085536,0.0001145871,0.003969538,0.000290484,0.00003105735,0.0002421471,0.00006481468,0.01150851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6017269,"threshold_uncertainty_score":0.8012372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957883777806244,"score_gpt":0.3008770797914569,"score_spread":0.2812982420133945,"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."}}