{"id":"W4400998044","doi":"10.69645/pkqh6093","title":"Managing messages","year":2021,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002784203,0.0008897629,0.0002574133,0.002191835,0.003158189,0.007387064,0.001144705,0.002411523,0.1814962],"category_scores_gemma":[0.01722417,0.0003266886,0.0003148561,0.001097904,0.0008443,0.006948628,0.003396994,0.002350125,0.1152544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301418,"about_ca_system_score_gemma":0.003284383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520993,"about_ca_topic_score_gemma":0.002108979,"domain_scores_codex":[0.9975527,0.0006562058,0.0001351458,0.0002823568,0.001056139,0.0003175174],"domain_scores_gemma":[0.9905586,0.002294598,0.0007191002,0.001203978,0.003929995,0.001293728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009456708,0.0000936061,0.001319935,0.0002896781,0.00001153781,0.0003181413,0.009578575,0.00009252967,0.003955251,0.06035624,0.6519074,0.2719825],"study_design_scores_gemma":[0.00001020877,0.00003148453,0.0006898107,0.0001534216,0.000008821129,0.0001127713,0.003476295,0.0001672068,0.001212653,0.007147589,0.9869748,0.00001493229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007387404,0.001183908,0.01700161,0.03624981,0.00638768,0.0007694167,0.001075084,0.002722688,0.9272224],"genre_scores_gemma":[0.09296437,0.001620104,0.0119683,0.009815764,0.003295843,0.0005368798,0.001384046,0.00112605,0.8772887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1814962,"threshold_uncertainty_score":0.6071653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867413241498284,"score_gpt":0.2845576116645001,"score_spread":0.2658834792495173,"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."}}