{"id":"W4394872325","doi":"10.56083/rcv4n4-099","title":"EXPLORANDO TEMAS COTIDIANOS PARA O ENSINO DE QUÍMICA: COMPREENDENDO A QUÍMICA DOS DESODORANTES","year":2024,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Jeunesse de Quebec","funders":"","keywords":"Humanities; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00503827,0.0005534184,0.0009098041,0.0004757486,0.001169245,0.002614333,0.001398448,0.0003598148,0.002212442],"category_scores_gemma":[0.001339438,0.0005095476,0.000585145,0.002530195,0.001713194,0.0009869485,0.0002100856,0.0008837982,0.00388543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006549122,"about_ca_system_score_gemma":0.004204578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003725218,"about_ca_topic_score_gemma":0.0006472611,"domain_scores_codex":[0.9925891,0.001674661,0.001075833,0.001314579,0.001655859,0.00168999],"domain_scores_gemma":[0.9953862,0.002007263,0.000238184,0.0008912581,0.0004547842,0.001022298],"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":[0.0005449646,0.001158999,0.03394167,0.003454424,0.000911155,0.001265569,0.1842966,0.00001379276,0.01734562,0.071652,0.6510038,0.0344114],"study_design_scores_gemma":[0.0009176691,0.0002287785,0.001529505,0.002477214,0.0001649647,0.00005884946,0.05670973,0.002418274,0.001129642,0.0004270697,0.9329687,0.0009695966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7603738,0.1112731,0.00247479,0.08144606,0.004728177,0.005443156,0.0003759539,0.001211897,0.03267303],"genre_scores_gemma":[0.9622321,0.004153181,0.000117914,0.0006353037,0.001206638,0.0001462864,0.00003572992,0.00007037167,0.03140252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2819649,"threshold_uncertainty_score":0.9997356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1850203621976296,"score_gpt":0.4302582327004684,"score_spread":0.2452378705028388,"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."}}