{"id":"W4223542939","doi":"10.1108/s2040-726220220000026026","title":"Index","year":2022,"lang":"en","type":"paratext","venue":"Community, environment and disaster risk management","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Index (typography)","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":[0.0003623696,0.0005318705,0.000544619,0.0002968539,0.0004972615,0.00009560627,0.0006660724,0.0001426418,0.01570782],"category_scores_gemma":[5.656792e-7,0.0005739126,0.0001819575,0.0001210306,0.00007604746,0.00008614868,0.0009072758,0.001297071,0.002625728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416081,"about_ca_system_score_gemma":0.000002032704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000426228,"about_ca_topic_score_gemma":0.00008424309,"domain_scores_codex":[0.998113,0.000322531,0.0004724847,0.0002952479,0.0004304451,0.0003662442],"domain_scores_gemma":[0.9982841,0.00004344697,0.0001296689,0.001415413,0.000002338056,0.0001250271],"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":[0.00004358068,0.0005440688,0.01998321,0.004890984,0.006926826,0.00007733526,0.007276242,0.1486652,0.000009235064,0.0001234222,0.7321012,0.0793587],"study_design_scores_gemma":[0.0004390084,0.00005137546,0.004120832,0.00005758376,0.000626068,0.000001423105,0.002146872,0.001371213,0.000001452692,0.00007071547,0.9904703,0.0006431367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05378549,0.01827352,0.01069725,0.00003669019,0.001909658,0.001472148,0.0006378432,0.0002697544,0.9129177],"genre_scores_gemma":[0.7405594,0.04486166,0.0001817906,0.00007889857,0.0002249263,0.0005584192,0.001891528,0.0002727484,0.2113706],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.701547,"threshold_uncertainty_score":0.9996712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00980127273016471,"score_gpt":0.1848943820132632,"score_spread":0.1750931092830985,"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."}}