{"id":"W2053784406","doi":"10.5380/dma.v32i0.35603","title":"Una investigación participativa en la costa uruguaya: características, desafíos y oportunidades para la enseñanza universitaria","year":2014,"lang":"pt","type":"article","venue":"Desenvolvimento e Meio Ambiente","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Humanities; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003055684,0.0009041951,0.0009122842,0.0007807527,0.0009897739,0.0006586226,0.001059658,0.0009234257,0.0004604831],"category_scores_gemma":[0.001213274,0.0009648493,0.0002466154,0.00166043,0.001424471,0.001277142,0.0013512,0.001268477,0.0009371013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003975662,"about_ca_system_score_gemma":0.0002069859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004551095,"about_ca_topic_score_gemma":0.00006562131,"domain_scores_codex":[0.9950345,0.0007323254,0.0009839819,0.001146283,0.0007967236,0.00130617],"domain_scores_gemma":[0.9971754,0.0005475775,0.0007871412,0.0008652812,0.0004897803,0.0001348491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002409848,0.001216526,0.1009641,0.0006621814,0.001181484,0.000408749,0.00482306,0.00002079249,0.002041046,0.8538092,0.02924864,0.005383314],"study_design_scores_gemma":[0.005391568,0.0002038954,0.1991685,0.001332098,0.001407268,0.0000318377,0.01144717,0.007844347,0.004119736,0.02336445,0.7424996,0.003189572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849956,0.0004282223,0.007754522,0.00652669,0.001570645,0.00176239,0.00005804712,0.0008012676,0.09610256],"genre_scores_gemma":[0.9875459,0.00006079102,0.001127274,0.00194089,0.0004559143,0.00009424926,0.0003202674,0.0001230132,0.008331709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8304447,"threshold_uncertainty_score":0.9998408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956122137351029,"score_gpt":0.2645837709657482,"score_spread":0.2350225495922379,"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."}}