{"id":"W7040229891","doi":"","title":"Continuumix #22","year":2015,"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":"George (robot); Suite; The Internet; Ilya; French horn","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006160117,0.0001959876,0.0002972504,0.00008747302,0.0001456412,0.00005694625,0.0002755441,0.0002895792,0.8576888],"category_scores_gemma":[0.000636961,0.0001972918,0.00007309206,0.00001947314,0.0003289863,1.886357e-7,0.00004456221,0.0001651473,0.005165779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006907892,"about_ca_system_score_gemma":0.0001355376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06128747,"about_ca_topic_score_gemma":0.09711474,"domain_scores_codex":[0.9985194,0.0001205582,0.0004377717,0.0001349323,0.0005339681,0.0002533483],"domain_scores_gemma":[0.9985628,0.00008295778,0.0005028783,0.0002217752,0.0005197719,0.0001097898],"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":[0.000008498491,0.00002561065,0.000005562286,0.0000800052,0.00003945469,0.000001917753,0.00405272,0.000001528131,1.968935e-8,0.0005311242,0.9937983,0.001455233],"study_design_scores_gemma":[0.000224964,0.00002712373,0.000007224378,0.00009250483,0.00002430706,0.000002348148,0.007247646,1.938925e-7,4.869556e-7,0.00002094664,0.9921398,0.0002124571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001088161,0.0006568607,1.210361e-7,0.0007568389,0.0007751773,0.0003345448,0.00008409657,0.0002225265,0.9971589],"genre_scores_gemma":[0.0002200787,0.0002971241,0.0004133546,0.0004863702,0.0006365051,0.00001417397,0.0001585644,0.0000612626,0.9977126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.852523,"threshold_uncertainty_score":0.9956088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116421638842419,"score_gpt":0.2478835696983733,"score_spread":0.2367193533099491,"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."}}