{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001839412,0.001070234,0.0004995613,0.001741948,0.003340919,0.007708045,0.001509345,0.003135959,0.4478783],"category_scores_gemma":[0.004198391,0.000334075,0.0005992217,0.001196441,0.001105293,0.003233372,0.005888581,0.00336857,0.3013016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096522,"about_ca_system_score_gemma":0.008339973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842646,"about_ca_topic_score_gemma":0.006172957,"domain_scores_codex":[0.9982008,0.0002745359,0.00009756633,0.0002610741,0.0007696592,0.0003963744],"domain_scores_gemma":[0.9965572,0.0001764513,0.0001369678,0.000276164,0.001408159,0.001445105],"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":[0.00001348917,0.00002421872,0.0002239309,0.00007052287,0.000002908263,0.0001232242,0.0001243179,0.00003641917,0.0001059875,0.01276664,0.9375513,0.04895702],"study_design_scores_gemma":[0.000001020583,0.000003778386,0.00009634531,0.00003372746,5.900838e-7,0.00007942627,0.00008339526,0.00001049483,0.0000246475,0.0005311408,0.9991336,0.000001892142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001755822,0.005927622,0.001180123,0.02683384,0.0385961,0.00009060396,0.0009462757,0.0006804181,0.9239891],"genre_scores_gemma":[0.007025313,0.003358691,0.0005173925,0.004142431,0.003254497,0.00006479324,0.0006835429,0.0002614611,0.9806918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5521218,"threshold_uncertainty_score":0.7875346,"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."}}