{"id":"W4403861458","doi":"10.5325/shaw.44.2.0446","title":"INTERNATIONAL SHAW SOCIETY","year":2024,"lang":"en","type":"article","venue":"Shaw","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00007182784,0.00005114971,0.00008079088,0.00002910517,0.00001834088,0.00007660361,0.00004533023,0.00004178593,0.002367696],"category_scores_gemma":[0.00001076581,0.00003706034,0.0001884206,0.0001081691,0.00001858028,0.00006611334,0.00001955666,0.0001233467,0.0002612776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002418491,"about_ca_system_score_gemma":0.00002542449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005119176,"about_ca_topic_score_gemma":6.741093e-7,"domain_scores_codex":[0.9995323,0.000003578015,0.00008845802,0.000135846,0.0001571545,0.00008260998],"domain_scores_gemma":[0.9997977,0.00001605284,0.000005081654,0.00009713308,0.00004086915,0.00004315141],"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":[0.00001983096,0.0001152833,0.002789991,0.000201007,0.0009525505,0.0003002218,0.002585369,0.00000112265,0.009177383,0.1038708,0.8428507,0.03713572],"study_design_scores_gemma":[0.0001350111,0.00001926691,0.0006811167,0.0001209931,0.0001019525,0.00003503408,0.0001075436,0.00259397,0.0004010939,0.0008377804,0.9949181,0.00004815291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03683326,0.009186555,0.001652813,0.05323514,0.002157219,0.0001512871,0.00005538976,0.0003608314,0.8963675],"genre_scores_gemma":[0.9608099,0.0001204323,0.0009304109,0.004023344,0.001099359,0.000004940725,0.00009254341,0.00001085511,0.03290825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9239766,"threshold_uncertainty_score":0.9985443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00926370804225778,"score_gpt":0.3079579486286445,"score_spread":0.2986942405863867,"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."}}