{"id":"W7033236184","doi":"","title":"The Platypus Review issue #1 November 2007","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Platypus; Session (web analytics); Newspaper; Event (particle physics); Pace","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001545195,0.0006257467,0.0006696954,0.003020638,0.00156656,0.003430899,0.0008929273,0.002537184,0.08187662],"category_scores_gemma":[0.007650764,0.0003151594,0.0003977096,0.002397708,0.001063381,0.002157612,0.001386214,0.002596345,0.0669255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004187359,"about_ca_system_score_gemma":0.008042586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006214239,"about_ca_topic_score_gemma":0.01358921,"domain_scores_codex":[0.9981849,0.0001727278,0.00009713696,0.0001700638,0.001213932,0.0001612549],"domain_scores_gemma":[0.9946583,0.0005678333,0.0003618848,0.0002270868,0.00345439,0.0007305483],"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":[0.000007226978,0.000002129278,0.00002419849,0.0001586675,0.000001460691,0.00001289472,0.000008398316,0.000003399228,0.00003905273,0.0005895765,0.9866252,0.01252786],"study_design_scores_gemma":[0.000001453379,0.00000236816,0.000199589,0.000190526,0.000001251812,0.00000814224,0.00000808718,0.000001811149,0.00001912495,0.00009006122,0.9994764,0.000001261965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0006348972,0.2257814,0.0004476339,0.1447521,0.3273079,0.0002912287,0.002628115,0.0004021763,0.2977545],"genre_scores_gemma":[0.005751106,0.1609716,0.0005169818,0.06326268,0.07962013,0.0002759022,0.002344304,0.00027027,0.686987],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08187662,"threshold_uncertainty_score":0.2739046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618520611404021,"score_gpt":0.2620727924432524,"score_spread":0.2458875863292122,"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."}}