{"id":"W4377038112","doi":"10.5325/shaw.43.1.0121","title":"INTERNATIONAL SHAW SOCIETY","year":2023,"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":"Icon; Download; Citation; Honeymoon; Library science; World Wide Web; Media studies; Computer science; Sociology; Advertising; Political science; Business; Law","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":[0.00009424859,0.00004826489,0.0000915407,0.00003690414,0.00002998367,0.00002619472,0.00005669313,0.00004161371,0.001256758],"category_scores_gemma":[0.00002441053,0.00003750931,0.0001572579,0.0002103484,0.00001858586,0.00004454423,0.00003135938,0.00008814949,0.0005884532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000155063,"about_ca_system_score_gemma":0.00001536363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005607174,"about_ca_topic_score_gemma":8.855814e-7,"domain_scores_codex":[0.9994949,0.000004383265,0.00009133361,0.0001182824,0.0001820928,0.0001090069],"domain_scores_gemma":[0.9997447,0.00001640707,0.0000118385,0.0001203335,0.00005852243,0.0000481996],"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":[0.00002160398,0.00008630132,0.01675741,0.00004640975,0.0004039848,0.000116892,0.001701792,0.000003156719,0.007450512,0.01595369,0.9467853,0.0106729],"study_design_scores_gemma":[0.0004650512,0.00002609369,0.01482892,0.00004582519,0.00007235654,0.00001394246,0.0003523856,0.002070723,0.0005200784,0.0008518706,0.980683,0.00006973834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2526671,0.0005519782,0.0003153738,0.06165003,0.001365698,0.0002106196,0.00006324646,0.0005715317,0.6826044],"genre_scores_gemma":[0.9492233,0.0001162781,0.0005227509,0.005184337,0.0007857212,0.000007745479,0.0002584528,0.00001146065,0.04388993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6965562,"threshold_uncertainty_score":0.9996562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628756591320235,"score_gpt":0.3147852850068594,"score_spread":0.2984977190936571,"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."}}