{"id":"W4411811966","doi":"10.22455/2541-7894-2025-18-128-157","title":"Mathematical Symbolism in Yann Martel’s Novel Life of Pi (2001)","year":2025,"lang":"en","type":"article","venue":"Literature of the Americas","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":[0.0006569289,0.0004510724,0.0002091212,0.0008178985,0.01016081,0.006300079,0.0006405694,0.001096668,0.002469571],"category_scores_gemma":[0.001292892,0.0001967761,0.0001723997,0.0007287588,0.01226439,0.002484084,0.001680333,0.001897249,0.0003599095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01891105,"about_ca_system_score_gemma":0.00634235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1143209,"about_ca_topic_score_gemma":0.1829053,"domain_scores_codex":[0.9993211,0.000211018,0.00001346182,0.0001131942,0.0001721029,0.0001690706],"domain_scores_gemma":[0.9996953,0.00008503727,0.0000518681,0.00001709468,0.00007719285,0.00007355517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000113706,0.00001963318,0.0007114109,0.00006646534,0.000005612344,0.001532092,0.2630684,0.0002289618,0.00100079,0.7066178,0.01254528,0.01408989],"study_design_scores_gemma":[0.00001726597,0.00006312654,0.002272376,0.0001030086,0.00001023726,0.001353239,0.1128011,0.0007087282,0.001935004,0.03526989,0.8454133,0.00005266664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3923924,0.005011239,0.006733462,0.02361743,0.001157005,0.00005789856,0.0001867567,0.0002699342,0.5705739],"genre_scores_gemma":[0.9553381,0.000795132,0.001189395,0.0003648817,0.00008013373,0.00001733886,0.00002943502,0.00005740959,0.04212817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1143209,"threshold_uncertainty_score":0.2273109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392733221567462,"score_gpt":0.23095066422307,"score_spread":0.2170233320073953,"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."}}