{"id":"W7005896413","doi":"","title":"Scriobh 2004 (poster)","year":2004,"lang":"en","type":"other","venue":"London Met Repository (London Metropolitan University)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Metropolitan area; Period (music); Quarter (Canadian coin)","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"],"consensus_categories":[],"category_scores_codex":[0.0002373297,0.0006742717,0.0006655627,0.001230253,0.0002369085,0.0001043285,0.001218855,0.001156671,0.0003453275],"category_scores_gemma":[0.0001389769,0.0006846657,0.0005160088,0.0005419732,0.0007960352,0.00001227381,0.0005728185,0.0005296697,0.0002236955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006769817,"about_ca_system_score_gemma":0.0007194842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446325,"about_ca_topic_score_gemma":0.0003963748,"domain_scores_codex":[0.9965147,0.0002599962,0.0004795574,0.0009372749,0.000852087,0.0009563988],"domain_scores_gemma":[0.9973242,0.00002511211,0.0004083434,0.001322329,0.0002115183,0.0007085159],"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":[0.0009323551,0.0007784758,0.002591473,0.001485918,0.00207919,0.001495849,0.0001083225,0.000007738253,0.1509156,0.003913403,0.8312432,0.004448532],"study_design_scores_gemma":[0.001708335,0.001095872,0.00006929036,0.0001788852,0.0001834661,0.00006760863,0.0004954963,0.000002054826,0.04496676,0.00004407953,0.9504272,0.0007608935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004487975,0.006570417,0.001788368,0.00008796811,0.001654594,0.0008404728,0.0002549045,0.0001899364,0.9841254],"genre_scores_gemma":[0.01002346,0.00250917,0.003085523,0.0001996264,0.001340826,0.000003618902,0.0004684944,0.0003771445,0.9819921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1191841,"threshold_uncertainty_score":0.9995605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008797143759187815,"score_gpt":0.231816841442584,"score_spread":0.2230196976833962,"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."}}