{"id":"W4281565190","doi":"10.46391/alceu.v22.ed46.2022.277","title":"Dois Vivas para a Alfabetização","year":2022,"lang":"pt","type":"article","venue":"Alceu","topic":"Media and Digital Communication","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ecology; Humanities; Geography; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00043747,0.0001740795,0.0001950639,0.0001157207,0.0005655132,0.0002440527,0.002187957,0.00004410101,0.0007422211],"category_scores_gemma":[0.0000676698,0.0001934879,0.000126538,0.0007403156,0.00005517279,0.0004166866,0.002505858,0.0003708642,0.0007315354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009552287,"about_ca_system_score_gemma":0.0001774651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009957775,"about_ca_topic_score_gemma":0.00001365792,"domain_scores_codex":[0.9979903,0.0003113946,0.0003001168,0.0004220864,0.0005863337,0.0003897402],"domain_scores_gemma":[0.9977091,0.0002338674,0.0001468788,0.001683019,0.00005238728,0.0001747816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001111369,0.001935822,0.005705899,0.0001261473,0.0002603803,0.0002796539,0.03992788,0.000787465,0.002118166,0.2033044,0.2427922,0.5026508],"study_design_scores_gemma":[0.0007755706,0.0005701618,0.002881185,0.00002825439,0.00003550322,0.00008714087,0.0008756793,0.05327506,0.0007106471,0.006206702,0.9339358,0.0006183461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2546751,0.03071798,0.1439411,0.08436146,0.01473162,0.002978677,0.0002702278,0.001530136,0.4667936],"genre_scores_gemma":[0.9863715,0.0000903077,0.001003664,0.002332358,0.00007540567,0.0000920834,0.00003683556,0.00001714392,0.009980729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7316963,"threshold_uncertainty_score":0.9402652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0678983872972323,"score_gpt":0.2870965807018806,"score_spread":0.2191981934046483,"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."}}