{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00110123,0.000768505,0.0006726922,0.002118397,0.003024923,0.01001295,0.001785608,0.004051233,0.746366],"category_scores_gemma":[0.002384737,0.0004196721,0.0007362703,0.001969808,0.0009004557,0.001994733,0.002455907,0.00250911,0.7474773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004673932,"about_ca_system_score_gemma":0.005187458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07486406,"about_ca_topic_score_gemma":0.109755,"domain_scores_codex":[0.9988895,0.0000736775,0.00004642901,0.0001594839,0.0006084965,0.000222409],"domain_scores_gemma":[0.9981745,0.00007747619,0.00003653871,0.0002561729,0.00113416,0.0003211899],"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":[0.00002346844,0.00002358673,0.00009667819,0.00008080855,0.000002495667,0.00004159671,0.00004060671,0.00003327629,0.0002729584,0.00679336,0.9607783,0.03181281],"study_design_scores_gemma":[0.00000292051,0.000004686605,0.0001571112,0.00004311308,0.000001670508,0.00002267893,0.00003210303,0.00002246993,0.0000923364,0.0003184453,0.9992988,0.000003692058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002378786,0.0005039403,0.0005364402,0.002319209,0.002053109,0.0000681442,0.002377515,0.001346791,0.990557],"genre_scores_gemma":[0.0008900251,0.0003304396,0.0002874577,0.0006395506,0.0001313747,0.00001892534,0.00154483,0.0003100583,0.9958474],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.253634,"threshold_uncertainty_score":0.3617781,"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."}}