{"id":"W4416296418","doi":"10.69849/revistaft/fa10202511172235","title":"DESENVOLVIMENTO DE APLICATIVOS PARA A NUTRIÇÃO: UMA REVISÃO SISTEMÁTICA","year":2025,"lang":"","type":"article","venue":"Revista fisio&terapia.","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile device; Context (archaeology); Quality (philosophy)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003807643,0.0005399128,0.0008886271,0.0004054769,0.001662759,0.00123677,0.001060902,0.0004969186,0.003607531],"category_scores_gemma":[0.001772422,0.000574016,0.0004213231,0.002736681,0.0004336174,0.0004913339,0.0001625762,0.0006002011,0.001151981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475877,"about_ca_system_score_gemma":0.003140341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008126323,"about_ca_topic_score_gemma":0.00008645168,"domain_scores_codex":[0.992712,0.002263649,0.001697168,0.001144636,0.0008061856,0.001376324],"domain_scores_gemma":[0.9954021,0.001218255,0.0006812051,0.001301435,0.0005431021,0.0008539233],"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":[0.0002573801,0.002239398,0.01948702,0.007728385,0.0004232866,0.00001788435,0.03880642,0.000004886831,0.001359443,0.4380575,0.2422344,0.249384],"study_design_scores_gemma":[0.0007075486,0.0001014226,0.006975507,0.002418438,0.0001631181,0.000003068613,0.002565447,0.0004642761,0.0001906894,0.001483639,0.9844027,0.0005241109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.277781,0.1175744,0.035445,0.3574605,0.006383738,0.01899399,0.0003631287,0.001098785,0.1848995],"genre_scores_gemma":[0.9172056,0.0227886,0.001804081,0.01011229,0.001057298,0.000527993,0.0001031212,0.00006042937,0.04634064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7421684,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07011412106343723,"score_gpt":0.4414382614827917,"score_spread":0.3713241404193545,"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."}}