{"id":"W4415699565","doi":"10.35763/aiem28.7559","title":"La formulación de problemas integrada en un proceso de estudio sobre la construcción de sólidos","year":2025,"lang":"pt","type":"article","venue":"Avances de Investigación en Educación Matemática","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Agencia Estatal de Investigación","keywords":"Context (archaeology); Perspective (graphical); Product (mathematics)","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":[0.0108762,0.001510498,0.001261833,0.003288492,0.00434022,0.01518692,0.003111993,0.003276494,0.01175191],"category_scores_gemma":[0.0306733,0.0009707559,0.001736695,0.003720433,0.0199226,0.01548653,0.01021657,0.005367768,0.001504761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007380448,"about_ca_system_score_gemma":0.01029632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005580192,"about_ca_topic_score_gemma":0.00721228,"domain_scores_codex":[0.9895687,0.005690518,0.0005834207,0.001312724,0.002340205,0.0005044126],"domain_scores_gemma":[0.9792603,0.01265527,0.001530971,0.003171059,0.002650392,0.0007320277],"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":[0.00002199903,0.00006872584,0.00250108,0.0005620568,0.00003199076,0.0001747819,0.01404911,0.007483296,0.001011496,0.9353189,0.001703839,0.03707269],"study_design_scores_gemma":[0.00001652943,0.00008356095,0.001806328,0.0007577428,0.0000406609,0.0002547536,0.02202644,0.01216095,0.00170441,0.8997914,0.06130418,0.00005296202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07889141,0.003460798,0.7729826,0.02595225,0.0004332494,0.0004576034,0.0002468708,0.0003674858,0.1172078],"genre_scores_gemma":[0.6035785,0.004593219,0.3641506,0.0008957398,0.0001585208,0.0007445895,0.0002860339,0.0002879057,0.02530487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01518692,"threshold_uncertainty_score":0.0575195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152797871810738,"score_gpt":0.3428980414810118,"score_spread":0.327618254299938,"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."}}