{"id":"W6984813653","doi":"","title":"Tomboy","year":2009,"lang":"en","type":"article","venue":"Digital Commons@Trinity (Trinity University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000310962,0.0005808874,0.0006580504,0.001746832,0.0006104017,0.0004607491,0.001556187,0.0002796972,0.0001518568],"category_scores_gemma":[0.0003754244,0.0007112226,0.0004714263,0.004212795,0.0003463271,0.002801108,0.0005210775,0.000905504,0.005454252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006402893,"about_ca_system_score_gemma":0.000232846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007593622,"about_ca_topic_score_gemma":0.0001092007,"domain_scores_codex":[0.9968716,0.0002268529,0.0004172712,0.0007609304,0.0007142103,0.001009174],"domain_scores_gemma":[0.9969978,0.0003877917,0.0002678926,0.001261322,0.0003463021,0.0007388337],"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":[0.004272354,0.009947419,0.145752,0.00009165784,0.0006811577,0.004765945,0.001143507,0.0002302374,0.001950139,0.6986669,0.05317523,0.07932342],"study_design_scores_gemma":[0.004936235,0.001012406,0.1173524,0.00006675826,0.0001552519,0.0001085666,0.0009279734,0.00006904308,0.001491219,0.006003729,0.8660872,0.001789209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4655477,0.00001764786,0.0001714788,0.0003569733,0.0001005321,0.0003180682,0.0004839165,0.001043677,0.53196],"genre_scores_gemma":[0.9872426,0.00001051636,0.0001140609,0.0001899776,0.00009224722,4.162338e-7,0.000237788,0.0000548126,0.01205757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8129119,"threshold_uncertainty_score":0.9995339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207973600111098,"score_gpt":0.2132001226719178,"score_spread":0.1911203866708069,"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."}}