{"id":"W2895028371","doi":"10.7179/psri_2014.24.06","title":"Intersecciones entre evaluación participativa y pedagogía social","year":2014,"lang":"es","type":"article","venue":"Pedagogia Social Revista Interuniversitaria","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Citizen journalism; Sociology; Intersection (aeronautics); Set (abstract data type); Selection (genetic algorithm); Participatory action research; Order (exchange); Through-the-lens metering; Epistemology; Political science; Lens (geology); Geography; Computer science; Anthropology; Engineering; Cartography","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004642793,0.0007114639,0.001182629,0.0005719066,0.002026041,0.001588985,0.001807188,0.0004720696,0.03357822],"category_scores_gemma":[0.001440114,0.0006779761,0.0008780896,0.001071383,0.0006410755,0.001250947,0.0008900128,0.0007939034,0.005038694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007923243,"about_ca_system_score_gemma":0.0009525673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001645733,"about_ca_topic_score_gemma":0.000106437,"domain_scores_codex":[0.9913594,0.002130614,0.001458281,0.001221648,0.002812341,0.001017695],"domain_scores_gemma":[0.995522,0.0009603301,0.001168102,0.000649043,0.001355521,0.0003450576],"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":[0.0008844392,0.0006613223,0.03166011,0.0002808307,0.0006213268,0.00002849111,0.09677782,0.00004561764,0.0006938991,0.6135173,0.09912221,0.1557066],"study_design_scores_gemma":[0.002438898,0.0005860159,0.05449827,0.0002348154,0.0006273583,0.000005456576,0.07085839,0.008916095,0.00007600638,0.002253455,0.8583268,0.001178441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8094251,0.0002942838,0.007424279,0.02812774,0.002910776,0.001038688,0.0002038079,0.0002406088,0.1503347],"genre_scores_gemma":[0.9872895,0.00007237481,0.0001782841,0.0007657906,0.00161621,0.00001533175,0.00006956812,0.00005396791,0.009938909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7592046,"threshold_uncertainty_score":0.9995672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492212726164282,"score_gpt":0.4838247521468176,"score_spread":0.3346034795303894,"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."}}