{"id":"W7037188026","doi":"","title":"Diseño para el mejoramiento de la carretera Huamanzaña - cruce Piedra Plantada - Rio Palma del Distrito de Curgos - Provincia de Sánchez Carrión - Región La Libertad","year":2017,"lang":"es","type":"dissertation","venue":"renati","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Local Development; Quarter (Canadian coin); Public work","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":[0.0006651653,0.0008455468,0.0009103972,0.00005568992,0.001567025,0.0008747539,0.001223533,0.0009645851,0.00007590411],"category_scores_gemma":[0.0005418597,0.0004469821,0.0004416516,0.0002144458,0.0003750088,0.0003108369,0.0001741474,0.0008218192,0.00003871459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039781,"about_ca_system_score_gemma":0.0002677723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01557153,"about_ca_topic_score_gemma":0.01566096,"domain_scores_codex":[0.9961387,0.0005205542,0.0005853791,0.0009591389,0.0006017484,0.001194501],"domain_scores_gemma":[0.9974655,0.001029252,0.0007254984,0.0001841695,0.0001385924,0.0004569756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001536676,0.001054715,0.6380373,0.00157426,0.0009645976,0.001877012,0.01027002,0.00002303142,0.2510948,0.004352,0.03337276,0.05584277],"study_design_scores_gemma":[0.0005592186,0.000344481,0.8835024,0.001549543,0.0003792748,0.0001464093,0.001806075,0.0002166375,0.007285396,0.001314117,0.1015289,0.001367524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793938,0.003609427,0.000004429618,0.0005321374,0.0002143957,0.0005290431,0.001330381,0.0001338473,0.01425253],"genre_scores_gemma":[0.9829264,0.004294521,0.00007140048,0.0001062396,0.001008897,0.0001497798,0.00174489,0.000017946,0.009679971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2454651,"threshold_uncertainty_score":0.9997982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625092674250967,"score_gpt":0.2829632397613054,"score_spread":0.2567123130187958,"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."}}