{"id":"W7040305710","doi":"","title":"CBCR 3 2007 08 10","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Witness; Pluto; Suite; Frith; Key (lock)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002774303,0.0002951408,0.0003715661,0.0001196209,0.00003107651,0.0000544929,0.0003064407,0.0003807789,0.69302],"category_scores_gemma":[0.00003491392,0.0002878238,0.00009534487,0.000008594288,0.00007716969,1.62753e-7,0.00003929695,0.0001376797,0.06385586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004160294,"about_ca_system_score_gemma":0.00001275243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385923,"about_ca_topic_score_gemma":0.0003425458,"domain_scores_codex":[0.9985773,0.00001736857,0.0005729036,0.0001374865,0.0003581624,0.0003367913],"domain_scores_gemma":[0.9992298,0.00003448515,0.0002212166,0.0003269697,0.00006914282,0.0001183871],"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":[0.000008690035,0.000006597877,1.761458e-7,0.0005929029,0.00002262099,0.00001035179,0.00003893793,0.001011244,0.000003486853,0.0000169851,0.997606,0.0006820152],"study_design_scores_gemma":[0.000187391,0.00003617454,0.000001624905,0.0002149839,0.00001403679,0.00004249365,0.00002724627,0.00006338281,0.00005388067,0.00000157984,0.999053,0.000304186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002664649,0.0005235289,0.000003368374,0.000009333573,0.001432067,0.0002735928,0.00009612814,0.000476524,0.9971588],"genre_scores_gemma":[0.0002255256,0.0001948854,0.0008475788,0.00005951154,0.0003671319,0.000007930538,0.00005128435,0.0001393819,0.9981068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6291642,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004949740259862447,"score_gpt":0.1723870374265183,"score_spread":0.1674372971666559,"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."}}