{"id":"W7135472571","doi":"","title":"Series foreword","year":2020,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"","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":[0.001058307,0.001076528,0.0008072262,0.002880339,0.00217497,0.004854811,0.001434934,0.00196326,0.6215013],"category_scores_gemma":[0.005473556,0.0003095395,0.0005844554,0.00182976,0.0006567978,0.00329881,0.002794364,0.002607495,0.5306831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124395,"about_ca_system_score_gemma":0.002752155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003156876,"about_ca_topic_score_gemma":0.006505792,"domain_scores_codex":[0.9990429,0.0001012454,0.00004358081,0.0001554988,0.0005462092,0.0001105741],"domain_scores_gemma":[0.9970387,0.0002737807,0.0001189937,0.0002541816,0.001398627,0.0009157869],"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":[0.00001178131,0.000008269128,0.00002296588,0.00005032678,8.765618e-7,0.00001304052,0.0000137474,0.00001255815,0.00007970022,0.002966569,0.9721868,0.0246334],"study_design_scores_gemma":[0.000002665451,0.000007560885,0.00008289248,0.00004442877,0.000001107981,0.00001731813,0.00002283188,0.00001071665,0.00003729247,0.001009072,0.9987622,0.000001881472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0004518742,0.007024717,0.0008496415,0.02322329,0.1560008,0.0001848453,0.001894044,0.0006403792,0.8097304],"genre_scores_gemma":[0.001211583,0.001739442,0.0002187796,0.002374234,0.01374894,0.0000531183,0.0007374144,0.0002583996,0.979658],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6215013,"threshold_uncertainty_score":0.5398825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209388788059367,"score_gpt":0.34201211640844,"score_spread":0.1210732376025033,"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."}}