{"id":"W7047843998","doi":"","title":"HSS Departmental Developments Fall 2009","year":2009,"lang":"en","type":"article","venue":"Digital Commons - Otterbein (Otterbein University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Club; Convention; Variety (cybernetics); Quarter (Canadian coin); Promotion (chess); State (computer science)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008273002,0.000367081,0.0003056268,0.0004224687,0.0003101675,0.0003349348,0.0008198298,0.00006774401,0.009616174],"category_scores_gemma":[0.000006379355,0.0004101552,0.0001914933,0.00062085,0.0001157785,0.0003128795,0.0003940086,0.0002969387,0.0005788208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006568864,"about_ca_system_score_gemma":0.0001141976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001930695,"about_ca_topic_score_gemma":0.00009665969,"domain_scores_codex":[0.9979419,0.00006598441,0.0003078423,0.0005219199,0.0004596631,0.0007027517],"domain_scores_gemma":[0.9988805,0.00007722958,0.0001106237,0.0005064146,0.00008874834,0.0003364753],"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":[0.0002386679,0.001900612,0.2677317,0.00002208833,0.0003369214,0.0004707685,0.0003739609,0.00001149754,0.001862229,0.02794041,0.0870921,0.6120191],"study_design_scores_gemma":[0.002315975,0.000345441,0.06958678,0.00005568976,0.00004410693,0.000005622722,0.0005387004,0.00008531607,0.001248173,0.0007272441,0.9242498,0.0007971534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3957078,0.00001198448,0.0008574028,0.001285634,0.00007891518,0.0003737013,0.0001646693,0.00009787987,0.601422],"genre_scores_gemma":[0.9607168,0.000002411127,0.0002814244,0.0003148615,0.00007786373,0.000002707972,0.0003489721,0.00001824713,0.03823668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8371577,"threshold_uncertainty_score":0.999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00951435156839788,"score_gpt":0.2139442906000176,"score_spread":0.2044299390316197,"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."}}