{"id":"W7064159077","doi":"","title":"@Archer July 2012 Vol. 1, No. 11","year":2012,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Regina","keywords":"Work (physics); Government (linguistics); Set (abstract data type); Focus (optics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007493958,0.000900877,0.0005904267,0.001958675,0.001906494,0.005842902,0.0009605226,0.001492785,0.6968401],"category_scores_gemma":[0.002286098,0.0003899581,0.0006030328,0.001471087,0.0008470204,0.001822152,0.002145871,0.001734311,0.6667889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377163,"about_ca_system_score_gemma":0.001302408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004220006,"about_ca_topic_score_gemma":0.01387808,"domain_scores_codex":[0.9993883,0.00006895624,0.00002608666,0.0001041288,0.0003258416,0.00008668041],"domain_scores_gemma":[0.9990466,0.0001381835,0.00004741184,0.0001848909,0.0003341343,0.0002486535],"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":[0.0000599905,0.00004654543,0.0002513184,0.0001287671,0.000007103285,0.00009136666,0.00007170863,0.00007229049,0.000467471,0.007362251,0.9092337,0.08220732],"study_design_scores_gemma":[0.000005873969,0.00001161805,0.0004373403,0.00007489417,0.000002606831,0.00007504374,0.00004219423,0.00004556988,0.0002261209,0.000680354,0.9983935,0.000004814027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008586626,0.002082295,0.0007603358,0.002542992,0.003414415,0.00006852959,0.001785031,0.001309446,0.9871783],"genre_scores_gemma":[0.001092293,0.000550283,0.0002077122,0.0002672537,0.0002787774,0.000008578272,0.0004112899,0.0002603345,0.9969234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3031599,"threshold_uncertainty_score":0.4324208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118354591784112,"score_gpt":0.215792973513632,"score_spread":0.2046094275957908,"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."}}