{"id":"W7059396398","doi":"","title":"","year":2024,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Robot; Automation; Task (project management); Process (computing); Frame (networking); Robotic arm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001748073,0.001106083,0.0006977232,0.001298692,0.001264194,0.00339591,0.002690797,0.001919236,0.1143455],"category_scores_gemma":[0.002969677,0.0004062153,0.0006087701,0.001616415,0.0009061983,0.0047064,0.002428006,0.001409417,0.09634501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004059,"about_ca_system_score_gemma":0.002543515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329493,"about_ca_topic_score_gemma":0.003335399,"domain_scores_codex":[0.9983476,0.000214272,0.00009279115,0.0004833184,0.000661004,0.0002009274],"domain_scores_gemma":[0.997969,0.0002584089,0.0001099953,0.0004480125,0.0009328944,0.0002815798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002351043,0.0001453926,0.001446378,0.000882839,0.00002605955,0.0001008273,0.0002590047,0.0007557994,0.008457661,0.04731954,0.1205005,0.8198709],"study_design_scores_gemma":[0.0000135509,0.00005518107,0.0004989168,0.0001349527,0.00001422706,0.0001622357,0.0001593778,0.001414141,0.003400238,0.005248993,0.9888787,0.00001947938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01230516,0.02643874,0.2185123,0.007966006,0.005976058,0.0004579721,0.003730739,0.01499438,0.7096186],"genre_scores_gemma":[0.1475273,0.03021504,0.2362579,0.007767498,0.002006558,0.0009723517,0.02108771,0.001723277,0.5524424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8856544,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009155341992249664,"score_gpt":0.2763810098253744,"score_spread":0.2672256678331248,"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."}}