{"id":"W6996584849","doi":"","title":"St Johns House, OSV-0000101, 31 October 2018","year":2019,"lang":"en","type":"report","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information system; Government (linguistics); Work (physics); Agency (philosophy)","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002849751,0.003533398,0.004666948,0.001334324,0.002356314,0.001547828,0.00543074,0.002933907,0.0004244179],"category_scores_gemma":[0.0004056369,0.00293896,0.002210636,0.002482345,0.001238468,0.003325869,0.002454097,0.007115536,0.01197906],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003917272,"about_ca_system_score_gemma":0.02611626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006385793,"about_ca_topic_score_gemma":0.00008523041,"domain_scores_codex":[0.9772721,0.001754673,0.005511652,0.004421705,0.006308204,0.004731694],"domain_scores_gemma":[0.9794668,0.001003986,0.007773617,0.008905096,0.0008079153,0.002042602],"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":[0.0002123343,0.0009831586,0.01220083,0.002219322,0.0009695534,0.0008471741,0.0007290237,0.00004392878,0.00001592767,0.00006576286,0.9806063,0.00110668],"study_design_scores_gemma":[0.001308469,0.001926211,0.03039855,0.002514173,0.0004669839,0.00106146,0.0002722676,0.00002675137,0.0002080039,0.0001070376,0.9586117,0.003098409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03925211,0.06700202,0.00002568583,0.01659281,0.073713,0.01671235,0.01258633,0.0103248,0.7637909],"genre_scores_gemma":[0.04518963,0.02019619,0.001136679,0.006410545,0.02790217,0.001445257,0.004130401,0.009873264,0.8837159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.119925,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843860719630486,"score_gpt":0.2823846834082503,"score_spread":0.2539460762119454,"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."}}