{"id":"W3184701193","doi":"10.1108/itp-06-2020-0400","title":"The power of stories for impression management: evidence from a city cultural digital storytelling initiative","year":2021,"lang":"en","type":"article","venue":"Information Technology and People","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Storytelling; Cultural heritage; Digital storytelling; Public relations; Originality; Context (archaeology); Sociology; Psychology; Political science; Qualitative research; Social science; Geography; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001625073,0.00006477156,0.0001010773,0.00007076209,0.0006620641,0.00003463761,0.00009176636,0.0001330064,0.00002322811],"category_scores_gemma":[0.0005530103,0.00004662044,0.00002371006,0.0002181129,0.00008436495,0.001142245,0.00007648168,0.0001607662,0.00001694752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003569331,"about_ca_system_score_gemma":0.00006928836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001813742,"about_ca_topic_score_gemma":0.0000313461,"domain_scores_codex":[0.9993863,0.00002187087,0.0002923273,0.00007595529,0.00008227999,0.0001413284],"domain_scores_gemma":[0.9986848,0.0006126341,0.0002214398,0.0001438813,0.0003154212,0.0000218185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006039806,0.0001183332,0.1882786,0.0008673155,0.0003025784,9.085714e-7,0.2969344,0.00004024637,0.0001872341,0.0812583,0.01995021,0.4114579],"study_design_scores_gemma":[0.00109381,0.0001844841,0.05114218,0.001138257,0.00006712204,0.000002980958,0.4225903,0.0004190543,0.003813959,0.05225003,0.4669606,0.0003372148],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783285,0.001266938,0.01344108,0.001430416,0.0007206643,0.0003684879,0.00009804756,0.00009381381,0.004252097],"genre_scores_gemma":[0.9984524,0.0003707283,0.0005169828,0.00008471643,0.00002394181,0.00009042445,0.00008210675,0.000002790244,0.000375941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4470104,"threshold_uncertainty_score":0.5092129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04418535940516559,"score_gpt":0.3554296749963939,"score_spread":0.3112443155912283,"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."}}