{"id":"W6994222902","doi":"","title":"Beginning Again","year":2016,"lang":"en","type":"other","venue":"DigitalCommons - WayneState (Wayne State University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Context (archaeology); Exposition (narrative); Agency (philosophy); Subject (documents)","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002787506,0.001697576,0.001482238,0.006905539,0.0003227604,0.0003332012,0.002068602,0.0005895882,0.003329836],"category_scores_gemma":[0.00008753686,0.001712721,0.0006693528,0.002556426,0.001135323,0.001124925,0.001011162,0.0008081275,0.03472607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104365,"about_ca_system_score_gemma":0.000486056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004033259,"about_ca_topic_score_gemma":0.0007737629,"domain_scores_codex":[0.9941795,0.0003449276,0.0006260367,0.00181115,0.0009489715,0.002089406],"domain_scores_gemma":[0.9953068,0.0003178294,0.001136452,0.002100381,0.0002175577,0.0009210056],"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":[0.0002014757,0.0002588846,0.0006173745,0.0001969557,0.0008470523,0.003974999,0.0002019647,0.00002162943,0.0001794953,0.0189303,0.9612578,0.01331205],"study_design_scores_gemma":[0.002366744,0.0001092066,0.00006655015,0.0009225841,0.0001965854,0.00004021761,0.0002473721,0.00001021315,0.00009838222,0.0004755563,0.9932853,0.002181285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006426908,0.0002444801,0.0008297227,0.0001807389,0.0006029988,0.001014129,0.01052451,0.004346855,0.9816139],"genre_scores_gemma":[0.00256288,0.000824387,0.0003637788,0.000070662,0.0002246032,0.000004871295,0.001263871,0.003286335,0.9913986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03202748,"threshold_uncertainty_score":0.9995771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446981499760258,"score_gpt":0.2158087495814351,"score_spread":0.2013389345838325,"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."}}