{"id":"W4234261819","doi":"10.18740/ss27258","title":"Coda","year":2018,"lang":"en","type":"article","venue":"Socialist studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coda; Geology; Political science; Seismology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002397504,0.0001048544,0.0001951649,0.00003341656,0.0006886366,0.00001901341,0.0001054758,0.00003152529,0.0001222206],"category_scores_gemma":[0.0004770773,0.00009405957,0.00005631751,0.0002609768,0.001218951,0.00006262947,0.0001306059,0.00004916065,0.01069032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438985,"about_ca_system_score_gemma":0.00002750503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009046013,"about_ca_topic_score_gemma":0.0005342422,"domain_scores_codex":[0.9992152,0.0000533621,0.0001207117,0.0001626443,0.0001983699,0.000249686],"domain_scores_gemma":[0.9993287,0.00009106546,0.00006246014,0.000136321,0.000352115,0.00002931926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001661968,0.00003108228,0.01052795,0.00001102375,0.0003516201,0.000003563361,0.01389204,2.553648e-8,0.0005071771,0.04897701,0.9252019,0.0004799733],"study_design_scores_gemma":[0.0008189977,0.0001500771,0.03268871,0.00003208391,0.0001348948,0.000001455748,0.02083012,0.000002004859,0.001519987,0.07892466,0.8644019,0.0004950459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5440354,0.006592282,0.00001932157,0.01352189,0.00412974,0.0004465324,0.0002179755,0.001461368,0.4295755],"genre_scores_gemma":[0.9930344,0.00004944259,0.0001668627,0.001331022,0.002080079,0.00002286716,0.000002961014,0.00003928784,0.003273055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.448999,"threshold_uncertainty_score":0.9900799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1743397248608198,"score_gpt":0.4715183260363386,"score_spread":0.2971786011755189,"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."}}