{"id":"W2261518413","doi":"","title":"Social Media, the Hidden Electorate and the Surprise 2012 Victory of PC Alberta","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Victory; Surprise; Social media; Political science; Advertising; Media studies; Business; Social psychology; Psychology; Sociology; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002741849,0.0001611083,0.0002367767,0.0000856322,0.0005755446,0.0002051738,0.0004543602,0.00006009767,0.0004736558],"category_scores_gemma":[0.0005032505,0.00007464254,0.0001272226,0.0002378174,0.0002824042,0.0005874513,0.0001165352,0.001023047,0.00009167437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006761688,"about_ca_system_score_gemma":0.0002048863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00076806,"about_ca_topic_score_gemma":0.008234482,"domain_scores_codex":[0.9982237,0.00009410824,0.0002971819,0.000138676,0.0002737051,0.0009726778],"domain_scores_gemma":[0.9989665,0.0004081568,0.0002849572,0.0001491406,0.0001798104,0.00001144606],"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":[0.001102226,0.00009712273,0.001344698,0.00004945805,0.0004590744,7.040999e-7,0.002684706,0.000001425321,0.0006642606,0.8055599,0.08895978,0.09907667],"study_design_scores_gemma":[0.003410436,0.00007202898,0.001915501,0.00003058305,0.0003201571,0.00005183733,0.001654614,0.005194096,0.0001263203,0.710333,0.2764644,0.0004270896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284388,0.01073009,0.00120641,0.02769047,0.001180353,0.000586702,8.236671e-7,0.00006635741,0.1301],"genre_scores_gemma":[0.9938799,0.0005708302,0.000001369011,0.0006253101,0.002640348,0.000004192881,0.000001903417,0.00002216838,0.00225396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875046,"threshold_uncertainty_score":0.5186198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011582493117823,"score_gpt":0.1956601043241068,"score_spread":0.1855442793929286,"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."}}