{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006433949,0.0007281465,0.0004992592,0.002176105,0.002281846,0.005697643,0.0005951489,0.001371167,0.546562],"category_scores_gemma":[0.002396081,0.0004940077,0.0003027563,0.002434125,0.0003890064,0.001668859,0.001530515,0.001522913,0.4676306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002408412,"about_ca_system_score_gemma":0.006124586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05620906,"about_ca_topic_score_gemma":0.1515464,"domain_scores_codex":[0.9993314,0.00002455959,0.00002941715,0.00004222292,0.0004564187,0.0001161073],"domain_scores_gemma":[0.9983311,0.00009786238,0.0001257887,0.0001033246,0.0009518526,0.0003900699],"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":[0.00001438558,0.00002878692,0.000118549,0.00004480168,6.353923e-7,0.00001586713,0.00001416324,0.0000144265,0.00007218157,0.0002716058,0.9855832,0.01382144],"study_design_scores_gemma":[0.000005580266,0.0000056618,0.0011664,0.00005762503,0.000001134332,0.000006562956,0.00006185425,0.00001915917,0.00006831502,0.00008202784,0.9985222,0.000003449136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001687589,0.001000707,0.0002002215,0.006068243,0.005842741,0.0001719338,0.01808972,0.0008942937,0.9660446],"genre_scores_gemma":[0.0008461351,0.0004806721,0.00005444525,0.0004517931,0.0002312177,0.00002289046,0.002853539,0.0001252357,0.9949341],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.546562,"threshold_uncertainty_score":0.6467743,"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."}}