{"id":"W7045955937","doi":"","title":"Brayden Yager joins on Free-For-All Friday #16","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joins; Work (physics); Clothing","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":[0.0003106463,0.0005197149,0.0004002773,0.0005608874,0.002760002,0.002968591,0.0005542908,0.0009571175,0.8017536],"category_scores_gemma":[0.0009352508,0.0003609133,0.0002856854,0.0004655704,0.0003874798,0.001356783,0.001478993,0.001257093,0.6434395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272918,"about_ca_system_score_gemma":0.001919986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05679994,"about_ca_topic_score_gemma":0.2156423,"domain_scores_codex":[0.9997655,0.00001087912,0.000003451294,0.00003745078,0.0001084184,0.00007425807],"domain_scores_gemma":[0.9992925,0.00002659573,0.00001141351,0.00003571244,0.0001816837,0.0004520373],"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":[0.00002465772,0.00001249901,0.00006684171,0.00001328269,5.55823e-7,0.00002718834,0.00003741872,0.000007645901,0.0001880311,0.0007830515,0.9840242,0.0148147],"study_design_scores_gemma":[0.00000325827,0.000005812091,0.0002052983,0.000009197366,8.009261e-7,0.00001354195,0.00006081352,0.00001345447,0.00009194222,0.00008573268,0.9995075,0.000002632434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001081709,0.0003325837,0.0006246131,0.002913821,0.001515688,0.00009563618,0.001783592,0.002559934,0.9890925],"genre_scores_gemma":[0.001008289,0.00009579227,0.0001075731,0.0002233708,0.00003434327,0.00000843878,0.0002528553,0.0004376673,0.9978316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1982464,"threshold_uncertainty_score":0.2827744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470059129308857,"score_gpt":0.2678397514368699,"score_spread":0.2531391601437813,"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."}}