{"id":"W1987148768","doi":"10.1590/s0102-33062006000100016","title":"Produção, acúmulo e decomposição da serapilheira em uma restinga da Ilha do Mel, Paranaguá, PR, Brasil","year":2006,"lang":"pt","type":"article","venue":"Acta Botanica Brasilica","topic":"Environmental and biological studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada","funders":"","keywords":"Physics; Humanities; Art","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006658202,0.001354137,0.001235139,0.00006407801,0.001613281,0.0005284517,0.001998878,0.000656937,0.004419705],"category_scores_gemma":[0.0002474392,0.001086704,0.0005240788,0.0009726253,0.001602919,0.000628263,0.002380049,0.001152484,0.002291346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000704087,"about_ca_system_score_gemma":0.00003471784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269707,"about_ca_topic_score_gemma":0.001833321,"domain_scores_codex":[0.9917482,0.0005359069,0.001547699,0.002754402,0.001335082,0.002078688],"domain_scores_gemma":[0.9963871,0.0006172792,0.0006881023,0.00168715,0.00002819286,0.0005921836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006011949,0.004812618,0.5154724,0.0001457783,0.0003891235,0.0002326056,0.0007255088,0.0002646485,0.3753554,0.0002824139,0.05917316,0.04254513],"study_design_scores_gemma":[0.001647432,0.001154165,0.9325076,0.0001961117,0.0002073995,0.000090406,0.0006109551,0.0004004869,0.005874861,0.0003913943,0.0551446,0.001774553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777167,0.003325523,0.00002384733,0.004859785,0.0004851818,0.001586612,0.0002173292,0.0003223576,0.01146267],"genre_scores_gemma":[0.98973,0.00102292,0.001260305,0.001237707,0.0005063908,0.0001429957,0.00007038415,0.0001143295,0.005914991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4170352,"threshold_uncertainty_score":0.999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284969042026314,"score_gpt":0.2477659074654043,"score_spread":0.2249162170451412,"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."}}