{"id":"W7068393450","doi":"","title":"2016 07 23 FAWP","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Strategist; Hazard; Conversation; Sound (geography)","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":["insufficient_payload"],"category_scores_codex":[0.0008701145,0.0008363573,0.0005288271,0.00182355,0.00168857,0.006579868,0.0009643693,0.002271396,0.924105],"category_scores_gemma":[0.002816783,0.0003614531,0.000709063,0.001277112,0.0006237585,0.002193696,0.003365333,0.001418469,0.9085896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519981,"about_ca_system_score_gemma":0.002357032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005988698,"about_ca_topic_score_gemma":0.009220929,"domain_scores_codex":[0.999312,0.00006989507,0.00004004155,0.0001473247,0.0003001339,0.0001306903],"domain_scores_gemma":[0.9984296,0.00011097,0.00004364828,0.0002356831,0.0006478958,0.000532202],"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":[0.00003012791,0.0000488179,0.0003513845,0.000118743,0.000003486867,0.0000714794,0.00005472682,0.0000347459,0.0002923292,0.002713356,0.8865302,0.1097505],"study_design_scores_gemma":[0.00000283357,0.000006136959,0.0003378342,0.00007496252,9.370198e-7,0.00004261056,0.00004119623,0.00001286479,0.00004759512,0.000181145,0.9992493,0.000002563191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002305528,0.0002724172,0.000341008,0.0008809394,0.00111467,0.00007355723,0.002053606,0.0007826805,0.9942505],"genre_scores_gemma":[0.0007191004,0.0002834958,0.0001981543,0.0003957674,0.0001702754,0.0000359692,0.001364386,0.0002338362,0.996599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07589495,"threshold_uncertainty_score":0.1082548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256386867406262,"score_gpt":0.2598701524415477,"score_spread":0.2373062837674851,"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."}}