{"id":"W7064205661","doi":"","title":"Are You Future Ready?","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Natural disaster; Silicon valley; Tourism; National park; Natural (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.001871723,0.000938163,0.0005627279,0.0007514059,0.01131596,0.0134429,0.001369327,0.004969443,0.278761],"category_scores_gemma":[0.006662867,0.0003615502,0.0005551359,0.0007622696,0.002779464,0.01048781,0.007786882,0.008502302,0.1569467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004706536,"about_ca_system_score_gemma":0.01136343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04119327,"about_ca_topic_score_gemma":0.1301335,"domain_scores_codex":[0.997466,0.0003762205,0.00005257608,0.00027342,0.0008516933,0.0009801148],"domain_scores_gemma":[0.9957145,0.0001193585,0.0001011099,0.0001101735,0.0009473897,0.003007513],"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":[0.00000530966,0.00001272412,0.0002555879,0.00003069283,0.000001485078,0.000080036,0.001100502,0.000007108119,0.0000501078,0.004559694,0.9711782,0.02271854],"study_design_scores_gemma":[0.000001040657,0.000003684983,0.0001722585,0.00006045297,8.799194e-7,0.00005818909,0.002933031,0.00000384037,0.000012917,0.0005946286,0.9961539,0.000005132092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00225455,0.01306715,0.001033162,0.3091229,0.04849678,0.00008682536,0.0009863925,0.0007939159,0.6241582],"genre_scores_gemma":[0.01109566,0.005847528,0.0005157692,0.0599934,0.002346439,0.00005034144,0.00066682,0.0002515903,0.9192324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.278761,"threshold_uncertainty_score":0.9325485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007335355463062875,"score_gpt":0.2054395097558984,"score_spread":0.1981041542928356,"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."}}