{"id":"W7061605552","doi":"","title":"The Platypus Review Issue #57 June 2013","year":2010,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Marxist philosophy; Platypus; Newspaper; Power (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000156259,0.0003394207,0.0003776019,0.00005073976,0.0000786478,0.00004072545,0.0005055115,0.000486729,0.2338472],"category_scores_gemma":[0.0001458897,0.0002732228,0.0001106632,0.00001069064,0.000146725,2.168968e-7,0.00007378399,0.0005491004,0.02175311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002988809,"about_ca_system_score_gemma":0.00001208407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001781875,"about_ca_topic_score_gemma":0.001807236,"domain_scores_codex":[0.9986951,0.00002082142,0.0005898317,0.0001319943,0.0002830377,0.0002791591],"domain_scores_gemma":[0.9988034,0.00008976582,0.0002992882,0.0006567937,0.00009259166,0.00005819473],"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":[0.00000342497,0.000003959995,4.124827e-8,0.0009968203,0.00003521841,0.000002654719,0.00001159572,0.0006617512,9.679388e-7,0.00002755321,0.9890622,0.009193839],"study_design_scores_gemma":[0.0001226805,0.00002032191,1.258862e-7,0.0005718629,0.00003145509,0.00002952388,0.00001782388,0.00004098215,0.00008196509,0.00001338333,0.9987785,0.0002913279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.485583e-7,0.02768696,0.000004409032,0.0007159957,0.001386784,0.0005223557,0.00006731255,0.0009969758,0.9686186],"genre_scores_gemma":[0.00000516997,0.06794323,0.001965938,0.0002097617,0.0001729975,0.00004497229,0.00008494964,0.0001559765,0.929417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2120941,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003588359773341321,"score_gpt":0.1801188493197713,"score_spread":0.17653048954643,"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."}}