{"id":"W7056495547","doi":"","title":"Episode 484 with Justin Dunk, Brandon Rewucki &amp; Nolan Baumgartner","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Period (music); Performance art","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":[0.0005287683,0.0004263464,0.0002855408,0.00036293,0.00891434,0.004842957,0.0006841815,0.00302978,0.5158143],"category_scores_gemma":[0.001856138,0.0003541292,0.0002199551,0.0004665947,0.0007762057,0.002574059,0.003562182,0.004247091,0.2031128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003798542,"about_ca_system_score_gemma":0.003524564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1553658,"about_ca_topic_score_gemma":0.41776,"domain_scores_codex":[0.9995143,0.00003923317,0.000008410361,0.00004745811,0.0001568965,0.0002335609],"domain_scores_gemma":[0.9991539,0.00005207711,0.00002231474,0.00002645172,0.0002051364,0.000540229],"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":[0.000008292312,0.000004372956,0.00005041088,0.000007389345,1.927555e-7,0.00005711663,0.0002247534,0.000004711849,0.00003374445,0.000906317,0.9958642,0.002838467],"study_design_scores_gemma":[0.00000108735,0.000001261757,0.0001583098,0.0000111805,1.76873e-7,0.00001813587,0.0004680231,0.000007083216,0.00002262953,0.0001007427,0.9992096,0.000001639045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001222761,0.0006527115,0.0002021917,0.01812361,0.004150141,0.00006773943,0.001058591,0.000290167,0.974232],"genre_scores_gemma":[0.002618678,0.0001187165,0.0000391293,0.001925602,0.0001551967,0.00001196386,0.0001450272,0.0001356097,0.99485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4841857,"threshold_uncertainty_score":0.6906321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007772943291107499,"score_gpt":0.2074070301736553,"score_spread":0.1996340868825478,"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."}}