{"id":"W2781085400","doi":"","title":"Fortalecimiento de la argumentación mediante el desarrollo de prácticas de laboratorio en el proceso de Enseñanza-Aprendizaje de la química","year":2016,"lang":"es","type":"dissertation","venue":"Universidad Autónoma de Manizales","topic":"Educational theories and practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argumentative; Argumentation theory; Humanities; Argument (complex analysis); Mathematics education; Pedagogy; Psychology; Sociology; Philosophy; Linguistics; Medicine","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","sts"],"consensus_categories":[],"category_scores_codex":[0.003523438,0.0006593162,0.0005485864,0.0004229294,0.001557573,0.0007138228,0.001314334,0.001196086,0.0006366253],"category_scores_gemma":[0.002767377,0.0006968309,0.0002694046,0.0009015162,0.0008084342,0.0009839393,0.0001236112,0.0007990492,0.00008100038],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003209032,"about_ca_system_score_gemma":0.008979532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007188879,"about_ca_topic_score_gemma":0.002706357,"domain_scores_codex":[0.9936668,0.002788965,0.0004946727,0.0007781973,0.0006992512,0.001572091],"domain_scores_gemma":[0.9922646,0.005312189,0.0007999922,0.0004054741,0.0004203997,0.0007973888],"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":[0.0007545454,0.000598429,0.3316594,0.0005129217,0.0006881211,0.0004898027,0.1908509,0.00004331122,0.007208705,0.4614927,0.003312819,0.00238831],"study_design_scores_gemma":[0.002203324,0.000389098,0.1462933,0.001334706,0.001768095,0.0003247765,0.3486315,0.0001579067,0.01022683,0.1094203,0.3770824,0.002167795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444829,0.001080406,0.000546522,0.00283655,0.0004984799,0.0005177022,0.0002616093,0.0001724949,0.04960331],"genre_scores_gemma":[0.9784131,0.005317964,0.003989167,0.0004486726,0.001347041,0.00006311901,0.0002358227,0.0001281335,0.01005695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3737696,"threshold_uncertainty_score":0.9997423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006986864492823623,"score_gpt":0.340853932783255,"score_spread":0.3338670682904314,"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."}}