{"id":"W4385853637","doi":"10.59962/9780774857116","title":"Clifford Sifton, Volume 2","year":2007,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Algebraic and Geometric Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Computer science; Thermodynamics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003042429,0.0007530126,0.0003470123,0.002819841,0.003904137,0.006991864,0.0007399575,0.001268733,0.1036366],"category_scores_gemma":[0.00127346,0.0003507304,0.0003367234,0.003323991,0.001566468,0.002965071,0.001299385,0.001464102,0.02934386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009697934,"about_ca_system_score_gemma":0.01022212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1775354,"about_ca_topic_score_gemma":0.3626726,"domain_scores_codex":[0.9994636,0.00002192487,0.00001319422,0.00008719013,0.0003503964,0.00006367867],"domain_scores_gemma":[0.9995265,0.00005541825,0.00001822347,0.00003880024,0.0002847537,0.00007626654],"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":[0.000005129682,0.000003994493,0.00007184061,0.00003517379,8.807443e-7,0.00002055663,0.0002182805,0.00003420527,0.0000941718,0.03462853,0.9353321,0.02955526],"study_design_scores_gemma":[2.911175e-7,6.999748e-7,0.00007815027,0.00002220672,3.856356e-7,0.00002143683,0.00003868586,0.000009816202,0.00001840692,0.001045097,0.9987637,0.000001185387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008753025,0.02960629,0.0009858723,0.009659419,0.006593734,0.00004957739,0.0007453184,0.0002895294,0.951195],"genre_scores_gemma":[0.002983446,0.005471649,0.0002946721,0.001038443,0.0004880989,0.00001299253,0.0002737935,0.0001452367,0.9892917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8224646,"threshold_uncertainty_score":0.353004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345128072041126,"score_gpt":0.2136750003654271,"score_spread":0.1902237196450159,"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."}}