{"id":"W3018962120","doi":"10.18740/ss27292","title":"To Mel Watkins","year":2020,"lang":"en","type":"article","venue":"Socialist studies","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000742651,0.0001461956,0.0003470332,0.00004591585,0.0009051828,0.00005371578,0.0001409898,0.00002014486,0.001050582],"category_scores_gemma":[0.0002865509,0.0001256206,0.0001523418,0.00008938868,0.0003802611,0.00009561117,0.00008286664,0.00008228328,0.0008628904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125995,"about_ca_system_score_gemma":0.00002354662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002004966,"about_ca_topic_score_gemma":0.002590132,"domain_scores_codex":[0.9991292,0.00005341111,0.0001851429,0.0002305853,0.0002058807,0.0001958071],"domain_scores_gemma":[0.9994725,0.00005391652,0.00006114159,0.00009710329,0.000224586,0.00009076617],"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":[0.000009585843,0.00001663324,0.0001430162,0.00002167393,0.0002712739,0.000005030213,0.4401418,0.000001197908,0.00003470046,0.05516189,0.5037252,0.0004680286],"study_design_scores_gemma":[0.0001061304,0.00007799712,0.00005968958,0.000006259876,0.00008589718,2.423471e-8,0.1265806,0.000001971989,0.00004667175,0.001673645,0.8711922,0.0001689504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06327521,0.009327659,0.00004377007,0.5373703,0.002966834,0.0006230721,0.0002312937,0.0006304429,0.3855315],"genre_scores_gemma":[0.9386601,0.0000838031,0.0000627132,0.03072236,0.00363191,0.00004220752,0.000007753907,0.00002788271,0.02676122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8753849,"threshold_uncertainty_score":0.9999151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2030019635087192,"score_gpt":0.3290646711054094,"score_spread":0.1260627075966902,"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."}}