{"id":"W7132183496","doi":"","title":"Estudio patológico del pavimento rígido paso nacional por Ipiales Carretera Guachucal - Ipiales pr 21+800 – pr 23+800. Carrera 7 entre calles 24 y 34 Ipiales (Nariño)","year":2017,"lang":"es","type":"dissertation","venue":"Institutional Repository of the Santo Tomás University","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Context (archaeology); Quarter (Canadian coin)","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","sts"],"consensus_categories":[],"category_scores_codex":[0.000998572,0.0008808009,0.001069241,0.0003830253,0.004746979,0.000542611,0.003110519,0.0007301329,0.0001441424],"category_scores_gemma":[0.0004435545,0.00075223,0.0007236367,0.0003399542,0.00264336,0.001101581,0.0008022923,0.0006909923,0.00006913376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542125,"about_ca_system_score_gemma":0.005058534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006000421,"about_ca_topic_score_gemma":0.001074547,"domain_scores_codex":[0.9934399,0.000619482,0.0009546378,0.001386409,0.002568292,0.001031262],"domain_scores_gemma":[0.9959592,0.0002688437,0.001144216,0.001221298,0.0009032307,0.0005032471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002686418,0.001114391,0.02415696,0.002184714,0.0008070709,0.00122056,0.004102614,0.005664193,0.9249803,0.0287037,0.003179504,0.001199613],"study_design_scores_gemma":[0.005291631,0.001003431,0.2566181,0.009847293,0.001945438,0.0009954153,0.008953449,0.001703385,0.4490039,0.0005155928,0.2590488,0.005073604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805109,0.001108336,0.0000942688,0.0004157044,0.01138601,0.0009644117,0.00116112,0.0001275831,0.004231649],"genre_scores_gemma":[0.9892715,0.0006749576,0.000499672,0.00001576922,0.001082922,0.00001472535,0.0003949549,0.00004009831,0.008005355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4759764,"threshold_uncertainty_score":0.9994929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169081579233002,"score_gpt":0.2540541751370601,"score_spread":0.2371460172137599,"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."}}