{"id":"W4385591220","doi":"10.59962/9780774864985","title":"Whipped","year":2020,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001506113,0.0001097952,0.0004475647,0.00002721943,0.0005828492,0.0002750774,0.0007294792,0.0004596359,0.0006387669],"category_scores_gemma":[0.00002435503,0.0003158875,0.0002375387,0.00001542885,0.0008153691,0.00006666849,0.0002137354,0.0004184866,0.00001533578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219879,"about_ca_system_score_gemma":0.001144809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7495853,"about_ca_topic_score_gemma":0.8111276,"domain_scores_codex":[0.9984166,0.0001386121,0.0001976625,0.0003709804,0.0004836994,0.0003924399],"domain_scores_gemma":[0.9988527,0.00007424189,0.0002624948,0.0002421234,0.000203657,0.0003647981],"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":[0.000007075611,0.00001654439,0.00001736426,0.00013002,0.00007136284,0.0002851801,0.003495596,1.734651e-7,4.264142e-7,0.01939071,0.9674786,0.009106939],"study_design_scores_gemma":[0.0003470855,0.00003692645,0.0001283099,0.0002405726,0.00009127535,0.00000320536,0.0005231433,0.000002604536,1.922148e-7,0.007889189,0.99045,0.0002875462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001903961,0.0001118848,0.00001229919,0.0001483063,0.0002437935,0.0004476121,0.001006468,0.0001138035,0.9977254],"genre_scores_gemma":[0.004566478,0.0003120829,0.0001097515,0.0001271986,0.0002788363,3.103876e-7,0.00004624549,0.00002575639,0.9945334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0615423,"threshold_uncertainty_score":0.9999293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035632489427567,"score_gpt":0.2320287823275293,"score_spread":0.1963962928999623,"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."}}