{"id":"W4239629822","doi":"10.7551/mitpress/12400.003.0016","title":"Contributors","year":2020,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Hamburg; University of Toronto; National Science Foundation; Universiteit van Amsterdam; Georgia Institute of Technology; Syracuse University","keywords":"Computer science","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":[0.0001658428,0.0001839179,0.0002758567,0.00001568324,0.0004475622,0.00008328193,0.0005645735,0.0003535248,0.0001665845],"category_scores_gemma":[0.0001802661,0.0001425709,0.0001700026,0.000003835478,0.0007518151,0.00001601385,0.00009447186,0.0004420151,0.0001748846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007115231,"about_ca_system_score_gemma":0.0002324905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915153,"about_ca_topic_score_gemma":0.0002649734,"domain_scores_codex":[0.998768,0.0001028701,0.0001856417,0.0001795057,0.0004507453,0.000313285],"domain_scores_gemma":[0.9988796,0.0004658688,0.0001393709,0.0002381236,0.00008203748,0.0001950529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005635412,0.000001080489,0.000001316723,0.000007387403,0.00006648002,0.000008950853,0.01706471,3.345005e-8,0.000002375896,0.965516,0.01436438,0.002961693],"study_design_scores_gemma":[0.00008333242,0.00001257796,6.06957e-7,0.00003045685,0.0001285564,2.443474e-7,0.000313726,4.138582e-7,0.00006855577,0.08904581,0.9101573,0.0001584843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000207855,0.0007547251,0.000005260197,0.001367847,0.001225082,0.0004470063,0.00008004562,0.0001351482,0.9959641],"genre_scores_gemma":[0.01149568,0.0001153044,0.000007023697,0.001219229,0.003951028,0.00002038639,0.000007118728,0.00004034054,0.9831439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8957928,"threshold_uncertainty_score":0.5813872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06734931985461183,"score_gpt":0.301695538624666,"score_spread":0.2343462187700541,"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."}}