{"id":"W4214857468","doi":"10.15173/mjc.v13i1.2841","title":"Public relations responsiveness during crime spikes: How and to what extent do social media and news-reporting exacerbate liquor-store thefts in Winnipeg?","year":2022,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; Context (archaeology); Crisis communication; Public relations; Journalism; Criminology; Advertising; Sociology; Political science; Business; Law; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004878596,0.00009306688,0.0002462218,0.0001680706,0.002093314,0.0004974651,0.0005622893,0.00004923496,0.00005081018],"category_scores_gemma":[0.001812865,0.00008036947,0.00006574343,0.0003543822,0.0002136689,0.0009741672,0.0003749582,0.0004866884,7.541806e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288332,"about_ca_system_score_gemma":0.0001751952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001328962,"about_ca_topic_score_gemma":0.001234622,"domain_scores_codex":[0.9967187,0.001920143,0.000570392,0.0001131553,0.0004619284,0.0002156782],"domain_scores_gemma":[0.9977372,0.0006819061,0.00100052,0.0002450677,0.0002391635,0.00009611047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004419059,0.0001002515,0.01809334,0.00001407216,0.00005480836,0.00001482745,0.8790495,0.00006936772,0.002035474,0.01012531,0.0002541356,0.08974702],"study_design_scores_gemma":[0.001464009,0.00009429336,0.3646607,0.0002122645,0.00008036735,0.00004800344,0.5936157,0.00004668783,0.00003845417,0.01407024,0.02538239,0.0002869245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205763,0.0058087,0.0000443465,0.07202502,0.0001708045,0.0002474999,0.000001357076,0.00001082625,0.001115105],"genre_scores_gemma":[0.9980586,0.001134547,0.00009526606,0.0002239285,0.0001825967,0.0000195363,0.000001070136,0.00001140679,0.0002730369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3465673,"threshold_uncertainty_score":0.9992058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07847255067546308,"score_gpt":0.3202716818018529,"score_spread":0.2417991311263899,"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."}}