{"id":"W2732624138","doi":"10.15359/rca.51-2.12","title":"El renacimiento del monitoreo ambiental dentro de nuevos paradigmas científicos y operacionales","year":2017,"lang":"en","type":"article","venue":"Revista de Ciencias Ambientales","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01206537,0.001137327,0.001272128,0.001886907,0.001356218,0.008215139,0.00271007,0.004074499,0.001529825],"category_scores_gemma":[0.01521215,0.0004956647,0.001011006,0.001674849,0.0120297,0.01202746,0.004502259,0.006147034,0.0005455072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343596,"about_ca_system_score_gemma":0.00380365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369011,"about_ca_topic_score_gemma":0.002444864,"domain_scores_codex":[0.9916137,0.003707118,0.0002399999,0.00146623,0.00260529,0.0003676667],"domain_scores_gemma":[0.9893557,0.006591519,0.0006078038,0.001812245,0.001304355,0.0003284744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007720759,0.00009725511,0.002008051,0.0007717207,0.00005070452,0.0001277257,0.001259225,0.01135412,0.002221727,0.8414217,0.002885428,0.1377251],"study_design_scores_gemma":[0.0000356931,0.0002093561,0.002033146,0.001040653,0.00007858389,0.000599799,0.001937158,0.03565027,0.003579486,0.724076,0.2306697,0.00009014474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05191979,0.1722323,0.5605741,0.09059235,0.003439534,0.0002035128,0.0002285719,0.0007231158,0.1200868],"genre_scores_gemma":[0.6178653,0.1382454,0.2135236,0.005752747,0.003936735,0.0004774868,0.0002401982,0.0002994233,0.01965913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01206537,"threshold_uncertainty_score":0.06380862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851483628807766,"score_gpt":0.2978193493631878,"score_spread":0.2793045130751101,"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."}}