{"id":"W4206746739","doi":"10.22456/1679-1916.121373","title":"FrameAGAP: um framework para auxiliar estudantes com dificuldades no estudo das cônicas","year":2021,"lang":"pt","type":"article","venue":"RENOTE","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Humanities; Philosophy; Psychology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000458685,0.0004228011,0.0006028404,0.0001105591,0.0008980706,0.0008508635,0.0009223396,0.0008277511,0.001047024],"category_scores_gemma":[0.007327406,0.0004111659,0.0003135108,0.001449167,0.000960344,0.0003739084,0.0004646208,0.0009469711,0.003160019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577655,"about_ca_system_score_gemma":0.0007164837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002865588,"about_ca_topic_score_gemma":0.0002798302,"domain_scores_codex":[0.9965625,0.0002941474,0.0006114995,0.0008679917,0.0007883235,0.0008754772],"domain_scores_gemma":[0.9965799,0.001293655,0.0002954839,0.001054213,0.0004759897,0.0003007613],"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":[0.00009304694,0.004765682,0.05902459,0.000464659,0.0008400314,0.0004968044,0.07377331,0.00003304152,0.003167187,0.5841458,0.1961789,0.077017],"study_design_scores_gemma":[0.0003942434,0.0002535104,0.0159036,0.000936912,0.0001543786,0.00001320132,0.0846802,0.00008936168,0.00404792,0.03772798,0.8545766,0.00122211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7352876,0.02086652,0.00173185,0.1191755,0.009249045,0.001130993,0.0001832474,0.00223259,0.1101427],"genre_scores_gemma":[0.929095,0.00431835,0.002925834,0.001124352,0.0005934886,0.00003693032,0.00003237428,0.00004861851,0.06182501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6583977,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07518380957733409,"score_gpt":0.3969487757787016,"score_spread":0.3217649662013675,"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."}}