{"id":"W7055238625","doi":"","title":"Cal Poly Math Students Move Up in Annual Putnam Math Competition","year":2011,"lang":"en","type":"article","venue":"DigitalCommons@CalPoly","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Class (philosophy); Measure (data warehouse); Work (physics); Calculus (dental)","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":[0.00105804,0.001263912,0.0005883292,0.0019128,0.008397359,0.00885022,0.0009684787,0.001664088,0.2190775],"category_scores_gemma":[0.001471586,0.000469658,0.0004818148,0.001366996,0.0008072646,0.001655314,0.003595697,0.002996404,0.0798095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004329351,"about_ca_system_score_gemma":0.005502606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03031865,"about_ca_topic_score_gemma":0.1932855,"domain_scores_codex":[0.9986891,0.00004694467,0.00003168623,0.000161013,0.0006956183,0.0003756467],"domain_scores_gemma":[0.9978148,0.00005083145,0.00005552965,0.00005671145,0.0005459512,0.001476141],"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":[0.00007984127,0.0001834848,0.005139725,0.00003914748,0.000004978932,0.0001574487,0.0001626147,0.00006275162,0.0006577032,0.001926035,0.9508454,0.04074077],"study_design_scores_gemma":[0.00002919947,0.0001509109,0.02857237,0.00007036665,0.000009777928,0.0001159615,0.00148797,0.000298416,0.001182024,0.0008946415,0.9671617,0.00002674875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08957063,0.001844497,0.001133248,0.05122383,0.01362841,0.0002633686,0.005151706,0.00240358,0.8347808],"genre_scores_gemma":[0.06697746,0.0007715774,0.0008930063,0.004275846,0.0008109731,0.00008865649,0.003489346,0.0003839432,0.9223092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2190775,"threshold_uncertainty_score":0.7328873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187204851343715,"score_gpt":0.2302748098216518,"score_spread":0.2115543246872803,"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."}}