{"id":"W6996599476","doi":"","title":"Spring 2008 Cal Poly Professional Studio","year":2008,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Spring (device); Quarter (Canadian coin); Bridge (graph theory)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001377979,0.001089408,0.0009336121,0.002221638,0.001933017,0.007171305,0.001122957,0.001108586,0.7484667],"category_scores_gemma":[0.002170475,0.0007226536,0.0005077483,0.002443355,0.0007587539,0.00197242,0.002213762,0.002358049,0.6068671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002349649,"about_ca_system_score_gemma":0.004089518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006900805,"about_ca_topic_score_gemma":0.03481171,"domain_scores_codex":[0.9991214,0.00006697683,0.00003292566,0.0001686642,0.0005122505,0.00009788746],"domain_scores_gemma":[0.9981526,0.0001444019,0.00005974712,0.0002928821,0.0007315715,0.0006188889],"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":[0.00001439305,0.000017789,0.00003842047,0.00002309751,8.761056e-7,0.000008991536,0.00001499808,0.00002267311,0.00009100471,0.002023314,0.9733474,0.024397],"study_design_scores_gemma":[0.000005592543,0.000007392344,0.0002149462,0.00002750741,8.851895e-7,0.00001901295,0.00002695614,0.00004680445,0.00005899024,0.0004192258,0.9991704,0.000002283318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006421516,0.001255105,0.002085702,0.003297161,0.002676664,0.00009847766,0.003350331,0.004151404,0.982443],"genre_scores_gemma":[0.0006831314,0.0005625495,0.0008337607,0.0002708759,0.0001358513,0.00004370002,0.001494904,0.0005496985,0.9954255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7484667,"threshold_uncertainty_score":0.3587818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277689357877199,"score_gpt":0.2405775210979278,"score_spread":0.2178006275191558,"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."}}