{"id":"W2565045303","doi":"10.15173/jpc.v5i1.3096","title":"Staying ahead of the curve","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph-Humber","funders":"","keywords":"Reputation; Club; Reputation management; Management; Sociology; Public relations; Law; Political science; Economics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0123143,0.001085921,0.001330266,0.00156341,0.01210048,0.02044205,0.00257156,0.01770128,0.09625974],"category_scores_gemma":[0.03893606,0.0004374635,0.001110876,0.001253491,0.01000602,0.031137,0.01262353,0.02960965,0.04822056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005068025,"about_ca_system_score_gemma":0.01158924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877713,"about_ca_topic_score_gemma":0.01023646,"domain_scores_codex":[0.9894694,0.002255908,0.000303586,0.001524544,0.003731164,0.002715339],"domain_scores_gemma":[0.9574598,0.005252914,0.000914739,0.001816878,0.009155254,0.02540046],"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":[0.0000321352,0.00002351857,0.0002449673,0.00006610961,0.000007358974,0.0001060926,0.0008641643,0.00004041199,0.0001583229,0.02086267,0.9537632,0.02383091],"study_design_scores_gemma":[0.000007255198,0.00003044748,0.0003499796,0.0001787479,0.000003264369,0.0001489311,0.003422942,0.00005182538,0.0000664169,0.01491814,0.9807971,0.00002503314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009328041,0.00875874,0.001034864,0.9157831,0.05068218,0.00001094196,0.0001125074,0.000196721,0.02248815],"genre_scores_gemma":[0.03801107,0.01357544,0.002783981,0.7575892,0.04344302,0.00006551186,0.0002805361,0.0007024484,0.1435489],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09625974,"threshold_uncertainty_score":0.3220209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032880266978297,"score_gpt":0.4898312572743991,"score_spread":0.3865432305765694,"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."}}