{"id":"W4390833792","doi":"","title":"Elephant polynomials","year":2024,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Mathematical Identities","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Agence Nationale de la Recherche; European Commission; Natural Sciences and Engineering Research Council of Canada; Centre Henri Lebesgue","keywords":"Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.005288853,0.0005121243,0.0007337062,0.0002663449,0.0002164021,0.0006466368,0.001348412,0.0004060447,0.000492148],"category_scores_gemma":[0.006331598,0.0005084608,0.0004119803,0.0002865216,0.0003141657,0.0001125696,0.003804238,0.001112484,0.0004434217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156398,"about_ca_system_score_gemma":0.0003057804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002182674,"about_ca_topic_score_gemma":0.0005857475,"domain_scores_codex":[0.9945169,0.002509665,0.0009368333,0.0009132764,0.0006217956,0.0005015427],"domain_scores_gemma":[0.9909779,0.004271749,0.0005431465,0.002695009,0.001292378,0.000219772],"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":[0.000004735464,0.0003613786,0.00001468666,0.001557654,0.0001458371,0.00001705655,0.005417859,0.000005918085,0.001539527,0.9767445,0.01057824,0.003612645],"study_design_scores_gemma":[0.0001994056,1.617409e-7,0.00001811983,0.004062791,0.0001429019,0.00001507714,0.0001405126,0.002141656,0.04210343,0.9455651,0.005134055,0.000476804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1255543,0.006943507,0.3160831,0.02074949,0.001541679,0.002094026,0.0003490079,0.002702997,0.5239819],"genre_scores_gemma":[0.3846351,0.0009380708,0.3876981,0.0001163543,0.0001747121,0.0003890886,0.0002154738,0.0003444434,0.2254887],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2984932,"threshold_uncertainty_score":0.9997367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213424158280999,"score_gpt":0.2926570931551307,"score_spread":0.2605228515723207,"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."}}