{"id":"W6981547984","doi":"","title":"Episode 105 - Hadley Archer, Nature United","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Environmental movement; Connection (principal bundle); Environmental policy; Environmental crisis","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":[0.0006229031,0.0004234912,0.0002877377,0.0004369177,0.004433696,0.003952819,0.0007961903,0.003882885,0.4915432],"category_scores_gemma":[0.002486157,0.0002920233,0.0002998707,0.0008049491,0.0003774869,0.00226573,0.002658565,0.004322508,0.2024114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145663,"about_ca_system_score_gemma":0.003185404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0259697,"about_ca_topic_score_gemma":0.07655353,"domain_scores_codex":[0.9994557,0.00005452633,0.00001593802,0.00006245313,0.0002176839,0.0001935768],"domain_scores_gemma":[0.9984695,0.0001364171,0.00004432769,0.00006843524,0.000373748,0.000907589],"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":[0.00001039758,0.000007800335,0.00005369588,0.00001066483,3.527057e-7,0.0000603136,0.00002194422,0.000003602611,0.0000311806,0.0003841796,0.9958184,0.003597491],"study_design_scores_gemma":[0.000004198535,0.000006530986,0.0003310541,0.00001852219,4.66499e-7,0.000047352,0.0001095316,0.000009844411,0.00002897199,0.0001214464,0.99932,0.000002121332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001584883,0.003066665,0.0001926332,0.03897925,0.03100187,0.0001259733,0.002768902,0.000526765,0.921753],"genre_scores_gemma":[0.003638046,0.0006971812,0.00005162552,0.01182832,0.001888631,0.00003592124,0.0008373362,0.0001300186,0.9808929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5084568,"threshold_uncertainty_score":0.7252519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106946039107087,"score_gpt":0.250292870582727,"score_spread":0.2395982666720183,"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."}}