{"id":"W3109337206","doi":"10.5965/2357724x08172020281","title":"APRENDER matemáticaS: UM ENCONTRO COM SIGNOS","year":2020,"lang":"pt","type":"article","venue":"Revista BOEM","topic":"Psychology and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada); Discovery Air (Canada)","funders":"","keywords":"Humanities; Psychology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005314393,0.0004918209,0.000923764,0.00007567192,0.0002420084,0.00008357788,0.0005840093,0.0005468127,0.009736742],"category_scores_gemma":[0.00008749767,0.0004975139,0.000272584,0.0003688365,0.0002314509,0.0001055682,0.0001292108,0.0009489841,0.01621901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173215,"about_ca_system_score_gemma":0.0001262575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003285901,"about_ca_topic_score_gemma":0.000003554549,"domain_scores_codex":[0.9957673,0.0009253289,0.0009411846,0.001050022,0.0002620082,0.001054168],"domain_scores_gemma":[0.9976211,0.0003013567,0.000347077,0.0008342834,0.00005453003,0.0008416379],"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":[0.001682634,0.001181632,0.006033531,0.001779644,0.0006127186,0.0007824157,0.008944541,0.000001414858,0.001443828,0.05644119,0.9022576,0.01883889],"study_design_scores_gemma":[0.003924191,0.001375342,0.0067677,0.0003502519,0.0002721319,0.0001720378,0.002411067,0.0001377848,0.00009681832,0.0002098111,0.9835716,0.0007112438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1724688,0.1127939,0.01140879,0.2070717,0.01492247,0.008326896,0.002522557,0.001501476,0.4689834],"genre_scores_gemma":[0.944532,0.0006376366,0.0001255465,0.03373615,0.0009702109,0.00006289359,0.0001003751,0.00009491533,0.01974021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7720633,"threshold_uncertainty_score":0.9997476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07210407136515211,"score_gpt":0.3725460095494322,"score_spread":0.3004419381842801,"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."}}