{"id":"W2093859996","doi":"10.15173/jpc.v3i1.136","title":"The argument against winning hearts and minds","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Anthropology: Ethics, History, Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Indigenous; Political science; Population; Set (abstract data type); Law; Civilian population; Sociology; Public relations; Media studies; Law and economics; Environmental ethics; Philosophy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01212523,0.0005989418,0.0006645224,0.0007626728,0.01610818,0.008546447,0.002105594,0.01890065,0.008495431],"category_scores_gemma":[0.02672315,0.0004213621,0.000411736,0.0003763449,0.06368671,0.01173311,0.008732084,0.02698699,0.002525666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004516976,"about_ca_system_score_gemma":0.005363459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006445925,"about_ca_topic_score_gemma":0.005898756,"domain_scores_codex":[0.9868183,0.007309468,0.000211248,0.001342585,0.00224843,0.002069881],"domain_scores_gemma":[0.9874222,0.007250618,0.0007513615,0.0006964353,0.001540977,0.002338387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003086064,0.0000109759,0.000194895,0.00004363498,0.000006178147,0.0001818091,0.02096699,0.00003732101,0.00007433312,0.9056982,0.06717277,0.005582101],"study_design_scores_gemma":[0.00004397686,0.00002736179,0.000440057,0.0004159968,0.00001486744,0.0003133031,0.02279891,0.0001348783,0.0003071223,0.3621161,0.6133561,0.0000313817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01191008,0.004525177,0.0017373,0.7726244,0.005371652,0.00001380383,0.00001838875,0.00003161851,0.2037676],"genre_scores_gemma":[0.6688752,0.0022362,0.001118898,0.2582208,0.007327475,0.00008272196,0.00001530125,0.0001091258,0.06201432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01890065,"threshold_uncertainty_score":0.06412518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077524124939463,"score_gpt":0.3819716848715438,"score_spread":0.3411964436221492,"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."}}