{"id":"W2503185888","doi":"10.1177/1742766515606298","title":"Communication and peace: Understanding the nature of texts as a way to resolve conceptual differences in the emerging field","year":2015,"lang":"en","type":"article","venue":"Global Media and Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Field (mathematics); Narrative; Sociology; Epistemology; Peacebuilding; Social science; Linguistics","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":[0.01002125,0.001168337,0.0008191445,0.009728494,0.009743132,0.02696315,0.002432861,0.004142129,0.005382306],"category_scores_gemma":[0.01932834,0.000458366,0.0005484324,0.008146222,0.0721586,0.0365889,0.01106194,0.006687382,0.0005215774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005198965,"about_ca_system_score_gemma":0.003728366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222003,"about_ca_topic_score_gemma":0.002672875,"domain_scores_codex":[0.9879738,0.009894215,0.0003005024,0.0005902434,0.0008192952,0.0004219828],"domain_scores_gemma":[0.9732507,0.02319473,0.001140834,0.00123242,0.0007859215,0.000395372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002106304,0.00001039989,0.0003952183,0.0002489994,0.000009299783,0.0002526329,0.3215238,0.0001738661,0.0003225632,0.6601201,0.001949819,0.01497233],"study_design_scores_gemma":[0.00001373449,0.00003754946,0.001058686,0.001350527,0.00001526741,0.0004224722,0.3445786,0.0006343117,0.0005602593,0.510169,0.1411233,0.00003633426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1220205,0.04229768,0.1596377,0.08615847,0.004489914,0.000447546,0.0004003893,0.0003710446,0.5841768],"genre_scores_gemma":[0.9380271,0.009900365,0.03193682,0.003064301,0.001316201,0.0004962456,0.0001857832,0.0003290516,0.01474406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02696315,"threshold_uncertainty_score":0.05299807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267963924394691,"score_gpt":0.3459905298651674,"score_spread":0.2833108906212205,"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."}}