{"id":"W2326007307","doi":"10.1080/13691180802270386","title":"EXPOSURE","year":2009,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Psychology of Social Influence","field":"Social Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Scrutiny; Argument (complex analysis); Construct (python library); Subject (documents); Frame (networking); Empirical research; Epistemology; Revelation; Politics; Sociology; Centrality; Political science; Positive economics; Public relations; Computer science; Law; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009449966,0.00006524302,0.00007786199,0.00002239723,0.001148501,0.0001221884,0.0005912221,0.0001607313,0.0001416864],"category_scores_gemma":[0.0001522452,0.00007464029,0.00009601095,0.000302927,0.0003205967,0.002246817,0.00002863988,0.0002088286,0.0003354178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386466,"about_ca_system_score_gemma":0.0001018437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001605983,"about_ca_topic_score_gemma":0.00003091794,"domain_scores_codex":[0.9990787,0.0001383237,0.0002680839,0.00005439481,0.0002759599,0.0001845184],"domain_scores_gemma":[0.9989991,0.00008952773,0.0001820215,0.000405945,0.0002527618,0.00007059739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007900101,0.00006835703,0.001209234,0.000003819589,0.0000209527,4.91319e-8,0.3970844,0.00003918862,0.00005608262,0.3372926,0.1577895,0.106428],"study_design_scores_gemma":[0.0003110827,0.00002297915,0.04248221,0.00001319407,0.000005354632,4.875258e-7,0.03189699,0.00005404272,0.00001967414,0.01867561,0.9063645,0.0001538478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06546436,0.0005264098,0.002809887,0.06497524,0.0002167753,0.0004693952,0.000007823415,0.000676383,0.8648537],"genre_scores_gemma":[0.9789492,0.001081445,0.005803866,0.01382738,0.00005409932,0.00001225285,0.00003047296,0.000002015957,0.0002392462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9134849,"threshold_uncertainty_score":0.883346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657434893438892,"score_gpt":0.3481237663168362,"score_spread":0.3215494173824472,"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."}}