{"id":"W4319736581","doi":"10.54751/revistafoco.v16n2-086","title":"CONTRIBUIÇÕES DO APOIO PEDAGÓGICO AO DISCENTE DO IFG CÂMPUS URUAÇU PARA A PERMANÊNCIA E ÊXITO NO ENSINO MÉDIO INTEGRADO","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Evasion and Academic Success Factors","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002598161,0.0009144765,0.001459869,0.0004185483,0.001404719,0.001319722,0.001653354,0.0009003513,0.002721192],"category_scores_gemma":[0.00241416,0.0007818981,0.0009379605,0.002426925,0.0008178414,0.0006672677,0.0005708489,0.001657926,0.01032115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005442724,"about_ca_system_score_gemma":0.0006508401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004730512,"about_ca_topic_score_gemma":0.0001453798,"domain_scores_codex":[0.9920495,0.001256035,0.001414522,0.001454682,0.001838106,0.001987211],"domain_scores_gemma":[0.9957533,0.001050634,0.0007559679,0.0009495164,0.0004995064,0.0009910977],"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":[0.0003429509,0.0005798951,0.1479617,0.00105411,0.00045874,0.0004652146,0.04111673,0.000006520161,0.001295409,0.04570987,0.7234034,0.03760549],"study_design_scores_gemma":[0.001145644,0.000125812,0.013053,0.001185367,0.0002285177,0.000012039,0.01307243,0.0001446794,0.00008516791,0.000230177,0.9696438,0.001073324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869808,0.02985605,0.0001067448,0.02503041,0.008901145,0.005156568,0.001048686,0.00191437,0.04100527],"genre_scores_gemma":[0.9201308,0.01102897,0.00001660188,0.001150631,0.002106997,0.00008176535,0.0001269002,0.0001154462,0.06524189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2462404,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07111789785543242,"score_gpt":0.3783122261440683,"score_spread":0.3071943282886359,"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."}}