{"id":"W4382242406","doi":"10.51189/conbracib2023/18352","title":"DIVERSIDADE E RIQUEZA DO COMPONENTE FLORÍSTICO DA COMUNIDADE DE EPÍFITAS NA CIDADE DE SÃO PAULO","year":2023,"lang":"pt","type":"article","venue":"","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Geography; 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":["insufficient_payload"],"category_scores_codex":[0.000768717,0.000716414,0.0005695655,0.0001984939,0.001343805,0.0002311453,0.001054804,0.0003410592,0.008340357],"category_scores_gemma":[0.00005234057,0.000716079,0.0004398656,0.001095039,0.0009678345,0.0003663961,0.002302489,0.0006908237,0.01133347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007637075,"about_ca_system_score_gemma":0.00001938916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003998422,"about_ca_topic_score_gemma":0.0004327862,"domain_scores_codex":[0.995257,0.0003313592,0.0005450181,0.001003173,0.000880605,0.001982882],"domain_scores_gemma":[0.9980946,0.0002711487,0.0001754317,0.0007421247,0.000006554008,0.0007101637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052142,0.0005614613,0.9141946,0.00008903698,0.0003995848,0.0003767586,0.01180386,0.006268054,0.01263746,0.0001480702,0.04850088,0.004914979],"study_design_scores_gemma":[0.001082305,0.0002401609,0.9576107,0.00009389348,0.0002126757,0.00004336428,0.02055771,0.005860028,0.001681764,0.0007086575,0.01096862,0.0009401636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854228,0.0008008841,0.0006370897,0.00218922,0.0004280665,0.0005497708,0.0002394606,0.0003729725,0.009359687],"genre_scores_gemma":[0.9899738,0.002011565,0.0005466293,0.001192036,0.00009450757,0.00004975079,0.00007124247,0.00006721124,0.005993231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04341602,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895063830940222,"score_gpt":0.2319805744449694,"score_spread":0.2130299361355672,"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."}}