{"id":"W4404790395","doi":"10.15628/rbept.2024.15165","title":"Quimare Soluções LTDA","year":2024,"lang":"pt","type":"article","venue":"Revista Brasileira da Educação Profissional e Tecnológica","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Turfgrass Research Foundation","funders":"","keywords":"Business","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001132118,0.0009800125,0.0007064172,0.0002473418,0.000962526,0.001185208,0.001140562,0.0005378866,0.05401679],"category_scores_gemma":[0.0003102039,0.0008537068,0.0005876637,0.001266401,0.001059758,0.001119257,0.0009867101,0.001261827,0.01274775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546259,"about_ca_system_score_gemma":0.0006747508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002952998,"about_ca_topic_score_gemma":0.00001035154,"domain_scores_codex":[0.993379,0.0004304368,0.001142299,0.002161194,0.001458194,0.001428865],"domain_scores_gemma":[0.9971201,0.0004440116,0.0002321028,0.001245404,0.0000337794,0.0009245937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003600782,0.004617942,0.1994711,0.007524085,0.0004595667,0.0003886579,0.01276095,0.0002389151,0.02287732,0.01831712,0.5105256,0.2224587],"study_design_scores_gemma":[0.0003922201,0.0005187223,0.3188298,0.002528881,0.0003251641,0.0002259922,0.007738332,0.001079062,0.001183112,0.001422446,0.6637614,0.001994905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464493,0.0201294,0.0003261141,0.01370161,0.003771674,0.002748739,0.0004507569,0.0006482413,0.01177421],"genre_scores_gemma":[0.9369824,0.0004503941,0.0006088371,0.0007760848,0.0009300496,0.0002266124,0.0002691918,0.0001574339,0.059599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204638,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395445848526282,"score_gpt":0.3034491369392561,"score_spread":0.2794946784539932,"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."}}