{"id":"W7103491800","doi":"","title":"Tomboy","year":2009,"lang":"","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":"Context (archaeology); Term (time); Identification (biology)","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.000983658,0.002256748,0.002407694,0.004146646,0.002236264,0.002342934,0.004939024,0.001300988,0.0008319588],"category_scores_gemma":[0.001175139,0.003100695,0.001932173,0.01064937,0.001626632,0.008326868,0.002314652,0.003725985,0.01916433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998909,"about_ca_system_score_gemma":0.001448253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002975103,"about_ca_topic_score_gemma":0.0003390236,"domain_scores_codex":[0.9892077,0.001129443,0.001571491,0.002557307,0.002162082,0.003371938],"domain_scores_gemma":[0.9893932,0.001347112,0.001263612,0.003817077,0.001298369,0.002880628],"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":[0.02122728,0.04960218,0.1431963,0.0006488149,0.004110287,0.02420497,0.004193997,0.0006780676,0.001270892,0.456768,0.07705493,0.2170442],"study_design_scores_gemma":[0.01215116,0.003836725,0.07960427,0.0004313177,0.001019341,0.0002718039,0.003546411,0.0002853399,0.001208081,0.005301138,0.8871937,0.00515064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.413494,0.000213323,0.0002917662,0.001168837,0.0005939611,0.001345252,0.003926663,0.001488411,0.5774778],"genre_scores_gemma":[0.9743779,0.0001875593,0.0001211024,0.000342701,0.0003622942,8.135686e-7,0.0006776371,0.0002101615,0.02371984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8101388,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312012557369537,"score_gpt":0.2154797302549594,"score_spread":0.192359604681264,"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."}}