{"id":"W7068242617","doi":"","title":"In Depth","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.0009412788,0.0008216023,0.00045444,0.001429276,0.008263594,0.01091705,0.0009377354,0.002268241,0.5075288],"category_scores_gemma":[0.003418124,0.0004298925,0.0002952066,0.00194233,0.001349355,0.00273342,0.004053747,0.003558836,0.2131418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006824007,"about_ca_system_score_gemma":0.01080339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1377127,"about_ca_topic_score_gemma":0.5311131,"domain_scores_codex":[0.9989461,0.000155419,0.00001921535,0.0001269982,0.0004794012,0.0002728552],"domain_scores_gemma":[0.9974292,0.0002246065,0.00007578942,0.0001302919,0.001041895,0.001098171],"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":[0.000006557296,0.00000629633,0.0001203371,0.00002956055,7.977146e-7,0.00002903841,0.0005513488,0.00001266756,0.00006064834,0.002038415,0.9837049,0.01343944],"study_design_scores_gemma":[7.956781e-7,9.646179e-7,0.0001789692,0.00003662111,5.200107e-7,0.00001220469,0.0008855848,0.00000556131,0.00001714377,0.0002190056,0.9986412,0.000001442226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001284967,0.002992577,0.0007600199,0.02433783,0.008304477,0.00007919499,0.003129055,0.0004737405,0.958638],"genre_scores_gemma":[0.003103641,0.0008046182,0.0002265296,0.002610713,0.0004808482,0.00002235876,0.0006025967,0.0002652231,0.9918835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5075288,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656385580887817,"score_gpt":0.21957105661907,"score_spread":0.1930072008101919,"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."}}