{"id":"W7071720481","doi":"","title":"St Johns House, OSV-0000101, 7 June 2019","year":2022,"lang":"en","type":"report","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Government (linguistics); Work (physics)","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":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","bibliometrics","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.06356797,0.005244193,0.008602351,0.0319399,0.007183705,0.007372117,0.02725607,0.004056032,0.0457596],"category_scores_gemma":[0.03958797,0.005732958,0.003238165,0.04451775,0.002447608,0.005228973,0.03317559,0.03023029,0.04707818],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02323215,"about_ca_system_score_gemma":0.05521054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05319303,"about_ca_topic_score_gemma":0.04256564,"domain_scores_codex":[0.9201117,0.01027389,0.007601086,0.009510288,0.04059259,0.01191042],"domain_scores_gemma":[0.9447124,0.01075607,0.003503116,0.0133328,0.02030145,0.007394186],"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":[0.005848713,0.00595043,0.001872827,0.001867015,0.002108957,0.006663792,0.0004003021,0.0006474818,0.00005813856,0.002128742,0.9684785,0.00397512],"study_design_scores_gemma":[0.008341337,0.002092474,0.008972732,0.000715009,0.0006130313,0.0005777199,0.0007669603,0.0001891416,0.0004367943,0.0006689875,0.9710574,0.005568416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09931738,0.005376558,0.0001097166,0.01422012,0.02386637,0.04840398,0.2296943,0.01015678,0.5688548],"genre_scores_gemma":[0.271383,0.02332522,0.0009119745,0.001426976,0.01512165,0.0169002,0.0221773,0.00925075,0.6395029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.207517,"threshold_uncertainty_score":0.9972369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3026430282428238,"score_gpt":0.4678514373309729,"score_spread":0.1652084090881491,"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."}}