{"id":"W7068724143","doi":"","title":"Spartan 122070","year":2011,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Port (circuit theory); Head (geology); Stack (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006920529,0.0002779276,0.000248132,0.0001871551,0.0001498425,0.0002669256,0.0006422107,0.00021163,0.001347557],"category_scores_gemma":[0.0000016164,0.0002663308,0.00008380273,0.0003706304,0.00004643824,0.004545503,0.0004565011,0.0002864774,0.0006258147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005248529,"about_ca_system_score_gemma":0.00006877629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.231454e-7,"about_ca_topic_score_gemma":6.721757e-7,"domain_scores_codex":[0.9987761,0.00005617623,0.0004167405,0.0002583328,0.0001715849,0.0003210218],"domain_scores_gemma":[0.9988512,0.00005262343,0.0003925395,0.0005208332,0.00001914186,0.000163679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002222876,0.00001112121,0.00001371507,0.00002443787,0.00001841736,3.095851e-7,0.00006347976,0.00002264203,4.001901e-8,0.5851182,0.4053862,0.009339174],"study_design_scores_gemma":[0.0002547152,0.00001926696,0.0003835049,0.0001252226,0.000006346496,0.000004615209,7.800698e-7,0.005323189,0.000001489496,0.0161566,0.9774399,0.0002843529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.118784e-7,0.0002542245,0.1124073,0.0004213248,0.0005734907,0.0003149598,0.00006717891,0.0004980877,0.8854628],"genre_scores_gemma":[0.01159868,0.01050515,0.1431248,0.0403095,0.00976846,0.0003969469,0.008664476,0.0007521992,0.7748798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5720537,"threshold_uncertainty_score":0.9999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060357672634752,"score_gpt":0.2012852581488733,"score_spread":0.1906816814225258,"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."}}