{"id":"W6989179192","doi":"","title":"Abstracts of Papers, 89th Annual Meeting of the Virginia Academy of Science, May 25-27, 2011, University of Richmond, Richmond VA","year":2011,"lang":"en","type":"other","venue":"ODU Digital Commons (Old Dominion University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West virginia; George (robot); Nova scotia","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":[0.001444563,0.00106131,0.0007298911,0.002204288,0.002178224,0.004638479,0.0009636272,0.001120978,0.4809041],"category_scores_gemma":[0.003438447,0.0004179789,0.0004132306,0.00199295,0.0003227859,0.001339844,0.001504324,0.001338904,0.4302234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650157,"about_ca_system_score_gemma":0.007523538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0170828,"about_ca_topic_score_gemma":0.06434617,"domain_scores_codex":[0.999363,0.00004132153,0.00003452842,0.0000565009,0.0003943118,0.0001103275],"domain_scores_gemma":[0.9981927,0.0001259472,0.00007584511,0.0001429389,0.00100299,0.0004595817],"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":[0.00001811824,0.00001729003,0.0000666363,0.00003831289,0.00000195977,0.000008320633,0.000007545205,0.00001407853,0.00008860965,0.00029217,0.984988,0.01445887],"study_design_scores_gemma":[0.00000887746,0.000009188579,0.0009551459,0.00006516974,0.000003038785,0.000006725458,0.00002928787,0.0000177663,0.0001287169,0.0001826216,0.9985898,0.000003690061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001027593,0.005581845,0.0005766734,0.009328363,0.0114917,0.0003660005,0.02528089,0.0007315108,0.9456154],"genre_scores_gemma":[0.000899477,0.002614266,0.000195961,0.0005577584,0.0006865143,0.00009220737,0.005519468,0.0001425742,0.9892918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4809041,"threshold_uncertainty_score":0.7404273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368048366030894,"score_gpt":0.2085272977578691,"score_spread":0.1948468140975601,"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."}}