{"id":"W4239407369","doi":"10.1002/9780470391341.ch20","title":"Credibility","year":2008,"lang":"en","type":"other","venue":"Wiley series in probability and statistics","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Credibility; Computer science; Political science; Law","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":[],"category_scores_codex":[0.0001244241,0.0002225007,0.0003666041,0.00004577243,0.00007450039,0.00003218678,0.0001211015,0.0001449134,0.00121105],"category_scores_gemma":[0.00003883501,0.0002291467,0.00003497845,0.00008927008,0.0005686142,0.00005041613,0.00008727137,0.0002720802,0.00001112308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002843269,"about_ca_system_score_gemma":0.0001125379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165077,"about_ca_topic_score_gemma":0.0007220415,"domain_scores_codex":[0.9989159,0.00007170248,0.0002938661,0.000369695,0.0001269857,0.0002218541],"domain_scores_gemma":[0.9993879,0.00006572407,0.0001272201,0.0003093072,0.0000368848,0.00007295833],"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":[0.0000229996,0.0002186638,0.1111535,0.0003210521,0.00005049825,0.000007150137,0.000679941,0.00001515714,4.814929e-7,0.729149,0.1410736,0.0173079],"study_design_scores_gemma":[0.0003914438,0.00008705337,0.006296947,0.0002802618,0.00001774903,0.00000170864,0.0001626439,0.0005123885,0.000001139285,0.5295115,0.4621269,0.0006102617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002986651,0.001517447,0.0326215,0.0002101362,0.001490352,0.001826706,0.01740987,0.0002168306,0.9417205],"genre_scores_gemma":[0.03119299,0.006992097,0.2704485,0.0002239375,0.001872941,0.0003830349,0.002534525,0.0008714542,0.6854805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3210532,"threshold_uncertainty_score":0.999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222168232982726,"score_gpt":0.2520257600195411,"score_spread":0.2398040776897138,"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."}}