{"id":"W7000132525","doi":"","title":"Episode 172: Jake Lanferman","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Realm; Human Dimension; State (computer science)","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":[0.0007156436,0.0006393535,0.0003568844,0.0006016644,0.007765091,0.005172924,0.00099293,0.004848209,0.3392601],"category_scores_gemma":[0.003840387,0.0004590724,0.0002711104,0.0008196966,0.0005772964,0.002967808,0.003220918,0.006323098,0.1328203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840814,"about_ca_system_score_gemma":0.003664187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0670277,"about_ca_topic_score_gemma":0.1632303,"domain_scores_codex":[0.999062,0.00008514564,0.00002498591,0.0001047311,0.0003798502,0.0003432879],"domain_scores_gemma":[0.9988809,0.0001195702,0.00004467505,0.00005178449,0.0003685762,0.000534479],"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":[0.000002868396,0.000003146216,0.00002669205,0.000006072812,2.131029e-7,0.00005079241,0.0000678405,0.00000193049,0.000009940058,0.0004078645,0.9977723,0.001650496],"study_design_scores_gemma":[0.000001509318,0.000002167172,0.0001281417,0.0000218137,3.425835e-7,0.00005899364,0.0003136131,0.000005140246,0.00001512312,0.0001181819,0.9993327,0.000002150188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001364314,0.003065612,0.0002708669,0.1294373,0.02278639,0.0001539744,0.001902207,0.0004981587,0.8405212],"genre_scores_gemma":[0.004694852,0.0007711108,0.00005425695,0.03356954,0.00173235,0.00004688809,0.0003591306,0.0002476161,0.9585242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6607399,"threshold_uncertainty_score":0.9424652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006966360851125602,"score_gpt":0.1935017780113232,"score_spread":0.1865354171601976,"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."}}