{"id":"W7024006969","doi":"","title":"The professionalization of election campaigning in Mexico: a study on continuity and change in presidential campaign practices and communications (1988-2006)","year":2012,"lang":"en","type":"dissertation","venue":"University of Birmingham Institutional Research Archive (University of Birmingham)","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; University of Pittsburgh","keywords":"Professionalization; Presidential system; Democratization; Politics; Presidential campaign; Argument (complex analysis); Order (exchange); Democracy; Media coverage","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00323297,0.0001296532,0.0003203863,0.0007792292,0.001494679,0.00002206723,0.0004570959,0.00018731,0.00001930324],"category_scores_gemma":[0.001019265,0.0001464864,0.0000546493,0.0007010356,0.001521475,0.0005573916,0.0002097698,0.0005790803,0.000001744947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256668,"about_ca_system_score_gemma":0.0007844887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2197346,"about_ca_topic_score_gemma":0.665217,"domain_scores_codex":[0.99624,0.001973455,0.0002659541,0.0002868945,0.0008678547,0.000365907],"domain_scores_gemma":[0.9967645,0.001707799,0.0006626126,0.0002350776,0.0004954795,0.0001344769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001760441,0.001385194,0.5900571,0.0004386563,0.0001169329,0.00001741718,0.2900134,0.00001593287,0.002495566,0.1083693,0.00008354255,0.005246587],"study_design_scores_gemma":[0.0008516587,0.0003151913,0.8802237,0.0008253903,0.00005122298,6.514843e-7,0.1128661,0.0003308201,0.00005715335,0.001847245,0.002477223,0.0001536599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946016,0.0003144146,0.00008498603,0.0003914897,0.00008449667,0.00136403,0.00005717983,0.000009741503,0.003092072],"genre_scores_gemma":[0.9987109,0.0004487323,0.0001061024,0.000002263952,0.00003657352,0.000002449869,0.00007303189,0.000006320613,0.0006136153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4454825,"threshold_uncertainty_score":0.9998052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447733850535587,"score_gpt":0.4252361683598099,"score_spread":0.2804627833062512,"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."}}