{"id":"W4409967058","doi":"10.4995/eb.2025.23767","title":"2017 - 2018. Bungalows los Manzanos, Oleiros, A Coruña, España","year":2025,"lang":"es","type":"article","venue":"EN BLANCO Revista de Arquitectura","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0008206132,0.0006147459,0.0007684382,0.0001632698,0.0004623411,0.0008848779,0.001278663,0.000397611,0.002644749],"category_scores_gemma":[0.0000854446,0.0005083811,0.0002868076,0.000650097,0.00008962412,0.0003443774,0.0006902843,0.0005060869,0.004521162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005369584,"about_ca_system_score_gemma":0.0000987539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006901467,"about_ca_topic_score_gemma":0.0006483952,"domain_scores_codex":[0.9964219,0.0003367885,0.0007326868,0.0009596483,0.0004790965,0.001069901],"domain_scores_gemma":[0.9977934,0.0002676423,0.0003368252,0.00128837,0.00002242521,0.0002912908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003132655,0.0004010114,0.7921402,0.003836507,0.0005654931,0.0004530326,0.001206447,0.0009015891,0.01414893,0.00292785,0.1601558,0.02294985],"study_design_scores_gemma":[0.0009055149,0.0001287188,0.3479479,0.001561495,0.000262842,0.00006012889,0.0001146951,0.001964526,0.001381619,0.0002665159,0.6446742,0.0007319005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597553,0.007878746,0.0003684528,0.001610484,0.0009521717,0.0009014571,0.0004103947,0.0001820075,0.02794101],"genre_scores_gemma":[0.9924282,0.001609916,0.0002584856,0.001808009,0.0004634236,0.00005905212,0.00006335383,0.00004956891,0.003259921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4845184,"threshold_uncertainty_score":0.9997368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00667255114059907,"score_gpt":0.2454326045247429,"score_spread":0.2387600533841439,"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."}}