{"id":"W1586254671","doi":"","title":"Estudio microbiológico de las incrustaciones y corrosiones en captaciones de agua subterránea","year":2012,"lang":"es","type":"dissertation","venue":"","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Geography","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":[],"category_scores_codex":[0.0009052829,0.0006596689,0.0006616499,0.0002547533,0.0006402247,0.0003951887,0.0005032666,0.0008473764,0.003725202],"category_scores_gemma":[0.0001202254,0.0005638624,0.0002079826,0.0002879087,0.00009285157,0.0005439729,0.00003680445,0.0003651798,0.0006329623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004001871,"about_ca_system_score_gemma":0.0004001798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02732059,"about_ca_topic_score_gemma":0.00871254,"domain_scores_codex":[0.9968872,0.0004769748,0.0007223195,0.0005985874,0.0003222619,0.0009926459],"domain_scores_gemma":[0.9983757,0.0003619796,0.0004637737,0.00035326,0.0001331629,0.0003121387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003118333,0.0001190689,0.7742918,0.0005191733,0.00008562754,0.00001713146,0.003460608,0.000202993,0.2133669,0.0003488675,0.001389287,0.005886809],"study_design_scores_gemma":[0.0003886948,0.0001360696,0.9504662,0.0003465816,0.0002790234,0.00009693916,0.003607059,0.0005494212,0.03717937,0.0001422872,0.005931387,0.0008770335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907849,0.003128764,0.0002014376,0.0004688786,0.003243574,0.0004487414,0.0003816083,0.0001551525,0.001186927],"genre_scores_gemma":[0.9874707,0.001771629,0.001364549,0.0004185429,0.0008763564,0.00002090556,0.004237656,0.00003568398,0.003804004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1761875,"threshold_uncertainty_score":0.9996813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125441210963516,"score_gpt":0.2302288294473348,"score_spread":0.2176847083509832,"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."}}