{"id":"W1969947428","doi":"10.3138/jsp.43.2.230","title":"When You're Criticized","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang University of Science and Technology","keywords":"Criticism; Subject (documents); Perception; Psychology; Positive economics; Public relations; Sociology; Epistemology; Political science; Law; Economics; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008000126,0.00006707095,0.0001532632,0.0003290651,0.0006290847,0.01392862,0.001426539,0.0001822918,0.0008889477],"category_scores_gemma":[0.00956227,0.00005997602,0.0001229339,0.0004015508,0.00009640404,0.09886395,0.00009758511,0.001127175,0.00001386825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489992,"about_ca_system_score_gemma":0.0004118841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091003,"about_ca_topic_score_gemma":0.0001694525,"domain_scores_codex":[0.9978384,0.0004906451,0.0005034168,0.00008543816,0.0008565516,0.0002254937],"domain_scores_gemma":[0.9965566,0.0001599419,0.0004755543,0.0002620418,0.002307664,0.0002382306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000604884,0.0003788065,0.06612598,0.000009217013,0.0001530999,0.00002459782,0.1781751,0.000002560751,0.0003229533,0.555693,0.1283234,0.0707308],"study_design_scores_gemma":[0.0007870788,0.00008104174,0.04153018,0.00009246275,0.00006317176,0.00001586634,0.06055871,0.00001695331,0.00005005201,0.128575,0.7680377,0.0001917493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1337545,0.001820289,0.003203597,0.05422881,0.0009203413,0.0001092171,0.000002014472,0.000051668,0.8059096],"genre_scores_gemma":[0.9806296,0.0002355867,0.01688383,0.0007004783,0.0004251235,0.000001755123,0.000001193617,0.000009125988,0.001113258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8468751,"threshold_uncertainty_score":0.9987806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170698969268705,"score_gpt":0.3260965517070442,"score_spread":0.2090266547801737,"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."}}