{"id":"W4410211419","doi":"10.1177/23294906251336137","title":"Book Review: The Art and Science of Public Relations &amp; Strategic Communication RodriguezN. (2024). The Art and Science of Public Relations &amp; Strategic Communication. Montreal: Pressbooks. https://uen.pressbooks.pub/stratcomm/","year":2025,"lang":"en","type":"article","venue":"Business and Professional Communication Quarterly","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Strategic communication; Science communication; Communication studies; Public relations; Organizational communication; Sociology; Media studies; Political science; Science education; Social science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01029294,0.0003339311,0.0004949571,0.0005640073,0.008257739,0.000958331,0.003606325,0.0002254119,0.0002638297],"category_scores_gemma":[0.0009652753,0.0002457118,0.00009130402,0.003383695,0.009958703,0.003119017,0.0009524529,0.001004988,0.00001852884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507636,"about_ca_system_score_gemma":0.002462534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680347,"about_ca_topic_score_gemma":0.005444878,"domain_scores_codex":[0.9933811,0.003056821,0.001402635,0.0005312379,0.001111122,0.0005171121],"domain_scores_gemma":[0.9886726,0.002449132,0.001321615,0.004122672,0.003213593,0.0002204461],"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":[0.00002166641,0.0004092584,0.002093843,0.0001876568,0.00006825689,5.769815e-8,0.007568381,0.00002550804,0.0003848146,0.923189,0.05787165,0.008179948],"study_design_scores_gemma":[0.001171291,0.00007560445,0.1263996,0.002689049,0.0003211764,0.00001220977,0.02148832,0.001838655,0.00001482601,0.1720375,0.6732547,0.0006970784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05145081,0.3859561,0.001000418,0.3250746,0.0002590536,0.003630901,0.000074185,0.0001743526,0.2323795],"genre_scores_gemma":[0.9083036,0.07568885,0.001878754,0.0009132785,0.00001822848,0.0004355087,0.0002920796,0.00002085345,0.01244886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8568528,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06132496110628038,"score_gpt":0.3508756941639793,"score_spread":0.289550733057699,"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."}}