{"id":"W6892090166","doi":"10.48660/06120034","title":"Ancillae with Homogeneous Errors","year":2006,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Homogeneous; Work (physics); Component (thermodynamics); Term (time)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006333961,0.0004303483,0.0004059362,0.0003152587,0.00003098892,0.00002633282,0.0002767736,0.0002849507,0.002761948],"category_scores_gemma":[0.000008750184,0.000350226,0.00007536473,0.0002937021,0.0001278298,0.00001476283,0.00003904957,0.0001833103,0.02785486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480029,"about_ca_system_score_gemma":0.0001159831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218167,"about_ca_topic_score_gemma":0.02368942,"domain_scores_codex":[0.9984399,0.00003471606,0.0001396802,0.0004815151,0.000452831,0.0004513722],"domain_scores_gemma":[0.9989023,0.00001039542,0.0002325957,0.0007252279,0.00003308334,0.00009644967],"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":[0.00001439529,0.00005209232,0.0007580644,0.00003911535,0.0000909088,0.0002440362,0.00001996989,0.00003282557,0.00006216492,0.00003909857,0.9981679,0.0004794313],"study_design_scores_gemma":[0.0003681197,0.00004558327,0.0002832852,0.0001460211,0.0000923493,0.00007277397,0.000005441107,0.000004622728,0.00004892082,0.00001340755,0.9984004,0.0005190513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003044271,0.002844372,0.00003367398,0.00001588043,0.0001695946,0.0003535584,0.0006353451,0.001203811,0.9944394],"genre_scores_gemma":[0.003192697,0.00001305797,0.001449201,0.00006241767,0.000792862,0.00003482478,0.0002174015,0.003873154,0.9903644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02509291,"threshold_uncertainty_score":0.999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029840869300119,"score_gpt":0.2227005196631783,"score_spread":0.2124021109701771,"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."}}