{"id":"W2023352303","doi":"","title":"Experimental Mathemataics: Examples, Methods andImplications","year":2005,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Field (mathematics); Computer science; Algebraic number; Test (biology); Algebra over a field; Algebraic topology; Calculus (dental); Symbolic computation; Theoretical computer science; Mathematics; Mathematics education; Pure mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005825718,0.001090037,0.0009168883,0.003303628,0.002419932,0.005211263,0.00236279,0.002210066,0.0161686],"category_scores_gemma":[0.01313003,0.0007022654,0.0007183046,0.00272109,0.01738324,0.01049628,0.004575443,0.004935287,0.00293215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002396895,"about_ca_system_score_gemma":0.0009907075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004382254,"about_ca_topic_score_gemma":0.0005989624,"domain_scores_codex":[0.9956104,0.002654338,0.0001809252,0.0004077125,0.00102389,0.0001227649],"domain_scores_gemma":[0.9920481,0.004752874,0.0003551998,0.002250854,0.0004405086,0.0001523792],"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":[0.00001166306,0.00002322,0.0001346826,0.0001633723,0.000004824196,0.00003657938,0.000309551,0.000223749,0.0001215339,0.9817677,0.004889565,0.01231358],"study_design_scores_gemma":[0.00001009625,0.00001243045,0.0001499367,0.0001463925,0.000004679403,0.0001414644,0.0001426053,0.001079251,0.000484689,0.9190641,0.07875265,0.00001174824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02421561,0.1055219,0.4811969,0.04972912,0.005114292,0.0001912294,0.0007580855,0.001361467,0.3319112],"genre_scores_gemma":[0.5053878,0.08371041,0.3102447,0.007201462,0.00735896,0.00110606,0.0009214763,0.001146679,0.08292249],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0161686,"threshold_uncertainty_score":0.05408931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335227787124287,"score_gpt":0.2443902636439932,"score_spread":0.2108674849315645,"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."}}