{"id":"W6994791835","doi":"","title":"Peck, Barrie","year":2023,"lang":"en","type":"other","venue":"Research Portal (King's College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005455264,0.001277574,0.0007719481,0.001788901,0.003112372,0.005725231,0.001121888,0.002144858,0.9031965],"category_scores_gemma":[0.002267054,0.0007438025,0.000626753,0.001546441,0.0007358736,0.002591995,0.003323196,0.002487132,0.8432315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021252,"about_ca_system_score_gemma":0.002346567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154701,"about_ca_topic_score_gemma":0.04781809,"domain_scores_codex":[0.9995452,0.00004282065,0.0000134641,0.00009250241,0.0001875177,0.0001184577],"domain_scores_gemma":[0.9989324,0.0001247778,0.00003028374,0.0001254455,0.0002785122,0.0005086183],"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":[0.00002787251,0.00001667825,0.00005846038,0.0000431094,0.000001487896,0.00003133265,0.00003170822,0.0000218468,0.00008843787,0.001741457,0.9678364,0.03010114],"study_design_scores_gemma":[0.000009558056,0.000008410489,0.0002196302,0.00004122072,0.000002075201,0.00002674028,0.00007138519,0.00002144779,0.00006293951,0.0007316036,0.9988005,0.000004361869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001772219,0.0003556934,0.0001515528,0.0007957514,0.0004332486,0.00003494119,0.001480025,0.0006672508,0.9959044],"genre_scores_gemma":[0.0003575686,0.0001096107,0.00005329098,0.0001832885,0.00002695799,0.00001084258,0.0003344414,0.0001981879,0.9987258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09680355,"threshold_uncertainty_score":0.1380785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06596524715170794,"score_gpt":0.3774965624637369,"score_spread":0.311531315312029,"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."}}