{"id":"W3121186052","doi":"10.3386/w14360","title":"Media versus Special Interests","year":2008,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Harvard Business School; University of Chicago","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002911024,0.0001213859,0.0002825446,0.0004943336,0.0002451062,0.00006930411,0.000942662,0.0004411534,0.001996075],"category_scores_gemma":[0.00648516,0.0001376835,0.0001400448,0.000107748,0.001323216,0.0001221928,0.0004040518,0.0009260265,0.0008524971],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309056,"about_ca_system_score_gemma":0.005929961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005409927,"about_ca_topic_score_gemma":0.005574136,"domain_scores_codex":[0.9970312,0.0003851397,0.0004256509,0.000335137,0.001347639,0.0004752995],"domain_scores_gemma":[0.9939864,0.004548911,0.0001546732,0.0002344066,0.0008516084,0.0002239684],"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":[0.00007682171,0.00002993262,0.0003778491,0.00002015907,0.00004548283,0.000004253117,0.005936225,0.0001506649,0.000002162998,0.9183233,0.07406721,0.0009659683],"study_design_scores_gemma":[0.0006090578,0.00004898605,0.0007096846,0.0000775255,0.000006622364,7.343198e-7,0.00125532,0.00008043566,0.0001008376,0.8076149,0.189268,0.0002279221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08871734,0.0001044897,6.429663e-7,0.00213961,0.005676547,0.0002980769,0.00008838998,0.00001502289,0.9029599],"genre_scores_gemma":[0.9684861,0.0028365,0.0002351371,0.00004333058,0.02604041,0.00006376307,0.0002044165,0.00001997885,0.002070392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9008895,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6075549131205317,"score_gpt":0.59394473274809,"score_spread":0.01361018037244166,"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."}}