{"id":"W4210788946","doi":"10.1017/9781316266236.006","title":"A Brief Conclusion","year":2021,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Russian Literature and Bakhtin Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Epistemology; Argument (complex analysis); Philosophy; Value (mathematics); Context (archaeology); Field (mathematics); Philosophical theory; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001447788,0.0002575822,0.0003826558,0.00008839853,0.0009759702,0.000112129,0.0003793632,0.0004541565,0.00003178304],"category_scores_gemma":[0.00002366858,0.0002966507,0.0002479239,0.00001275857,0.000584876,0.00008960546,0.0004588884,0.0004095234,0.00001494224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111097,"about_ca_system_score_gemma":0.0002973291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005626419,"about_ca_topic_score_gemma":0.00005377043,"domain_scores_codex":[0.99862,0.00008837573,0.0001369683,0.0004486719,0.0004019863,0.0003040489],"domain_scores_gemma":[0.9990309,0.00009052064,0.0001560613,0.0003180833,0.0002358252,0.0001686031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000180258,0.000004186604,0.000001365622,0.00002292399,0.00008162265,0.0004863415,0.000906469,2.949573e-8,0.000006565154,0.848776,0.1484362,0.001260204],"study_design_scores_gemma":[0.0002419157,0.00001645739,0.000006732084,0.0002273322,0.0001280241,0.00000320954,0.0005358536,3.326286e-7,0.00002438999,0.00002179303,0.9984648,0.0003291498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002358745,0.001343445,0.00003106986,0.0001728482,0.0004725107,0.000250748,0.0001341853,0.0001322444,0.9974394],"genre_scores_gemma":[0.000532119,0.0007950015,0.00006069076,0.0002383363,0.0006036531,3.40929e-7,0.00004006242,0.00002409787,0.9977057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8500286,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265262554406178,"score_gpt":0.232799867273575,"score_spread":0.2101472417295132,"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."}}