{"id":"W7034321469","doi":"","title":"St Johns House, OSV-0000101, 25 September 2017","year":2018,"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":"","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","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.05635573,0.005659114,0.008577966,0.02538291,0.005880163,0.009347435,0.02468438,0.006298683,0.02298031],"category_scores_gemma":[0.04034184,0.005788277,0.003182753,0.02843896,0.004466828,0.006296455,0.02166304,0.02025631,0.1565354],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01501861,"about_ca_system_score_gemma":0.04527054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02564762,"about_ca_topic_score_gemma":0.05187006,"domain_scores_codex":[0.9309499,0.007635249,0.007378342,0.009586267,0.03224252,0.01220776],"domain_scores_gemma":[0.928385,0.008295705,0.003670115,0.01451369,0.03681406,0.008321406],"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":[0.004175584,0.004371657,0.003162813,0.002179518,0.002323724,0.004757067,0.0003336057,0.00006565645,0.00005101523,0.0009444,0.9750949,0.002540082],"study_design_scores_gemma":[0.007891449,0.002193575,0.01738066,0.001742734,0.0006786226,0.000637509,0.0003535323,0.0002185806,0.0008455435,0.0007376969,0.961598,0.005722053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.101153,0.001560821,0.000111616,0.003074707,0.00969399,0.02532491,0.07075708,0.005572162,0.7827517],"genre_scores_gemma":[0.4814517,0.008571799,0.001284641,0.001037749,0.0256262,0.00850561,0.008031891,0.007093243,0.4583972],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3802987,"threshold_uncertainty_score":0.9982424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.404386596396713,"score_gpt":0.4968578358546209,"score_spread":0.09247123945790792,"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."}}