{"id":"W2501439307","doi":"10.1017/cbo9780511751684.006","title":"An Identity of Liouville","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Identity (music); Mathematics; Philosophy; Aesthetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009345908,0.0004536056,0.0002959805,0.001459286,0.008329651,0.006894396,0.00065702,0.002292925,0.04130962],"category_scores_gemma":[0.001713859,0.0002595643,0.0002778487,0.00153146,0.005558311,0.005411245,0.002643581,0.003849204,0.01210463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010028,"about_ca_system_score_gemma":0.006142888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04416316,"about_ca_topic_score_gemma":0.1059906,"domain_scores_codex":[0.9992099,0.0002993334,0.00001741858,0.000148165,0.0001815822,0.0001436169],"domain_scores_gemma":[0.9996184,0.0001103336,0.0000195964,0.00004307307,0.0001254009,0.00008327547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002180736,0.000008193115,0.0001154645,0.00003384413,0.000001258592,0.00009271447,0.00568262,0.00002859321,0.000118077,0.8495782,0.1162866,0.02803269],"study_design_scores_gemma":[0.000001111659,0.000004229748,0.00006116918,0.00005697138,8.145137e-7,0.0000443266,0.0005982256,0.00003314309,0.00008461206,0.01284179,0.9862699,0.000003731572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001474086,0.007400599,0.001297968,0.01156204,0.001028538,0.00001023904,0.0000495869,0.00007602124,0.977101],"genre_scores_gemma":[0.03017747,0.003096197,0.0007728398,0.003034598,0.0002220975,0.00003062609,0.00003129104,0.0001098217,0.9625251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04416316,"threshold_uncertainty_score":0.1381944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616523148070278,"score_gpt":0.1963925047687596,"score_spread":0.1702272732880568,"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."}}