{"id":"W7030763396","doi":"","title":"Kevin Roy","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflatable; Set (abstract data type); Key (lock); Period (music)","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":[0.000716902,0.0004270117,0.000281631,0.0007904284,0.002935075,0.004494856,0.0006869318,0.0012983,0.3302464],"category_scores_gemma":[0.003922088,0.0002167411,0.0001654867,0.0006260402,0.0007471634,0.003095472,0.003090256,0.002361843,0.1982894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439475,"about_ca_system_score_gemma":0.002184367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007107915,"about_ca_topic_score_gemma":0.01673406,"domain_scores_codex":[0.9992428,0.000129335,0.0000259194,0.000187412,0.0002962406,0.0001182292],"domain_scores_gemma":[0.9986321,0.0001802751,0.00005546796,0.00009331453,0.0005018351,0.0005370484],"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":[0.000009302159,0.000005671933,0.00008675102,0.00002839937,6.304678e-7,0.00004726812,0.0002126346,0.00001217058,0.00005934967,0.007782648,0.9634902,0.02826512],"study_design_scores_gemma":[6.243592e-7,0.000001238452,0.00008337809,0.00002511068,2.693546e-7,0.00005719049,0.000207868,0.000006751129,0.00003140215,0.0004349275,0.9991498,0.000001476277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00147228,0.008951318,0.001254956,0.05037475,0.00910086,0.00003687942,0.0008451514,0.0006683661,0.9272955],"genre_scores_gemma":[0.004032708,0.00167826,0.0002586026,0.003478856,0.0002226993,0.0000127199,0.0001622886,0.0001819093,0.9899721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6697536,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008998315207192967,"score_gpt":0.2483225545625532,"score_spread":0.2393242393553603,"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."}}