{"id":"W7032938593","doi":"","title":"OEO Quarterly Newsletter 1st Quarter 2016","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Disadvantaged; State (computer science); State government","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":[0.0001114189,0.0003511366,0.0003868624,0.00008716852,0.00003466518,0.0000491274,0.0002621126,0.0002511319,0.2208641],"category_scores_gemma":[0.00001235989,0.0002839111,0.0001101498,0.000004685186,0.00009333053,3.357327e-7,0.00002382272,0.0001273877,0.03625016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003507874,"about_ca_system_score_gemma":0.000008447712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004481379,"about_ca_topic_score_gemma":0.0001777208,"domain_scores_codex":[0.9987643,0.00001862212,0.000453529,0.0001505341,0.0002544713,0.0003585673],"domain_scores_gemma":[0.9993685,0.00004082145,0.0001378585,0.0003170043,0.00004754947,0.0000882375],"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":[0.000006093843,0.000005504707,2.10022e-7,0.0003849613,0.00005214231,0.000005247385,0.0001322036,0.000208876,0.00001523863,0.000008436876,0.9978651,0.001315925],"study_design_scores_gemma":[0.0002629024,0.00006708526,0.000002826811,0.0003225482,0.00002261965,0.00001698507,0.00004704823,0.00001756451,0.00003187424,0.000005479434,0.9988421,0.0003610274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002616403,0.0003286322,0.00001294132,0.0001491237,0.001247216,0.0001981001,0.0001334891,0.0006477032,0.9972566],"genre_scores_gemma":[0.0006033131,0.0002829492,0.0005716941,0.00009469216,0.0004114872,0.00002172334,0.0000243357,0.0001429494,0.9978468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.184614,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002934314579804696,"score_gpt":0.1602049336192494,"score_spread":0.1572706190394447,"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."}}