{"id":"W7057080796","doi":"","title":"The Identification of Assessment Criteria for a Safety Reporting Self-Assessment Tool","year":2015,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Identification (biology); Risk assessment; Interface (matter); Systematic review","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00340478,0.0001790545,0.0002985796,0.0001702592,0.0004697672,0.0001393234,0.0007592334,0.0001278961,0.002157761],"category_scores_gemma":[0.0003549144,0.0001419906,0.0001794001,0.0005850425,0.0002242645,0.0001101621,0.0005008448,0.0003305993,0.000009476802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175312,"about_ca_system_score_gemma":0.0004662164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113611,"about_ca_topic_score_gemma":0.00001405182,"domain_scores_codex":[0.997463,0.0001660191,0.001008882,0.0004445372,0.0005210754,0.0003964167],"domain_scores_gemma":[0.9970234,0.0003747046,0.001090778,0.0006642807,0.0007307183,0.0001160863],"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":[0.0002165981,0.0009511127,0.01202218,0.00004593179,0.0001899671,0.00001527304,0.0001222413,0.0000339063,0.0156561,0.7904004,0.009394588,0.1709517],"study_design_scores_gemma":[0.007950903,0.001189409,0.0417695,0.00006930779,0.0002617357,0.00000600318,0.0250758,0.1367562,0.01013412,0.02140299,0.7543805,0.001003545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7921723,0.00002117889,0.1570183,0.0142568,0.0002890291,0.002172703,0.0001136753,0.0003360858,0.03361991],"genre_scores_gemma":[0.9860209,0.00001003441,0.0110733,0.00001502097,0.00004796792,0.00002735756,0.00007562938,0.000008896886,0.002720943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7689974,"threshold_uncertainty_score":0.9987544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554664624195802,"score_gpt":0.3240009579599157,"score_spread":0.2884543117179577,"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."}}