{"id":"W4244017030","doi":"10.1007/s00224-016-9696-y","title":"Preface","year":2016,"lang":"en","type":"article","venue":"Theory of Computing Systems","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001063323,0.000760638,0.0004843966,0.002642094,0.002902683,0.002772493,0.0009641974,0.0009256887,0.2993334],"category_scores_gemma":[0.007692946,0.0002147995,0.0004185127,0.001811344,0.000809612,0.002286209,0.001547242,0.002840039,0.1579746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330692,"about_ca_system_score_gemma":0.002022845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800242,"about_ca_topic_score_gemma":0.005708968,"domain_scores_codex":[0.9994618,0.0001005152,0.00002992234,0.0001013218,0.0002575155,0.00004893265],"domain_scores_gemma":[0.9973136,0.0005366824,0.00009646309,0.000286532,0.001437081,0.0003297051],"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":[0.00002154036,0.00001701641,0.0000838233,0.00008214393,0.000001928137,0.00003059097,0.0001092252,0.00007450402,0.0001117943,0.02388241,0.9430128,0.03257221],"study_design_scores_gemma":[0.000002987139,0.000007625651,0.0001707786,0.00007689562,0.000001257926,0.00002365311,0.00006900929,0.00003192523,0.00007521074,0.006653276,0.9928843,0.000003132699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001491898,0.01277972,0.009135278,0.03607859,0.1929388,0.0003571656,0.006379134,0.0007815777,0.7400578],"genre_scores_gemma":[0.009654233,0.005440441,0.002338465,0.005564326,0.02671784,0.0002139803,0.003755985,0.0005161641,0.9457985],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7006666,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408497647924126,"score_gpt":0.2801760267009855,"score_spread":0.2560910502217443,"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."}}