{"id":"W2901305677","doi":"10.15173/jpc.v5i2.3750","title":"Creating and implementing a new visual identity","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HalTech","funders":"","keywords":"Identity (music); Corporate identity; Corporation; Health care; Computer science; Management; Public relations; Political science; Law; Economics; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005905984,0.00008783225,0.0002154888,0.000133987,0.001751122,0.00002005684,0.0003079207,0.000102995,0.0004305433],"category_scores_gemma":[0.0007257405,0.00007167382,0.00004531474,0.0001721666,0.00007172336,0.0006967412,0.0005993514,0.000769217,0.0000403253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283349,"about_ca_system_score_gemma":0.0005556296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000517386,"about_ca_topic_score_gemma":0.0008588524,"domain_scores_codex":[0.9966232,0.001576327,0.001030892,0.00009382155,0.0003911128,0.0002846477],"domain_scores_gemma":[0.9970707,0.0007238486,0.001160727,0.0002461515,0.0006233893,0.0001752241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009618871,0.0006710282,0.1730403,0.001402671,0.000335103,0.000009039616,0.1171675,0.00000107099,0.008000127,0.3237981,0.1291945,0.2454187],"study_design_scores_gemma":[0.004613077,0.0009804746,0.4232174,0.005578859,0.0001508271,0.00003003302,0.1102032,0.0005152177,0.0003244953,0.07899021,0.3749535,0.0004427491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654487,0.0007824814,0.005172516,0.0169725,0.0008628881,0.0004758654,0.000002147184,0.00002890435,0.01025398],"genre_scores_gemma":[0.9828312,0.0002666186,0.01060794,0.002078639,0.0008844929,0.000007762232,0.000006379199,0.00001232193,0.003304629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.250177,"threshold_uncertainty_score":0.9995484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823771716739289,"score_gpt":0.5948564842752697,"score_spread":0.4124793126013408,"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."}}