{"id":"W4318071630","doi":"10.47820/recima21.v4i1.2613","title":"CONCEPÇÕES DOS ESTUDANTES DO CURSO DE LICENCIATURA EM ENSINO DA QUÍMICA NO ISCED-HUÍLA SOBRE OS CONCEITOS DE SOLUÇÃO, SOLUTO E SOLVENTE","year":2023,"lang":"pt","type":"article","venue":"RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218","topic":"Chemistry Education and Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005059783,0.001473902,0.001775563,0.0005943861,0.004871651,0.002672807,0.003206809,0.001232523,0.002786042],"category_scores_gemma":[0.00398341,0.001452074,0.001266408,0.004563829,0.00252858,0.0006907378,0.001853291,0.002381366,0.004451819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146001,"about_ca_system_score_gemma":0.004279487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003631712,"about_ca_topic_score_gemma":0.0003645185,"domain_scores_codex":[0.9856992,0.001636213,0.002066091,0.002914493,0.003025782,0.00465818],"domain_scores_gemma":[0.990971,0.001793063,0.001195566,0.00211723,0.001614388,0.002308735],"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":[0.0008818532,0.003647972,0.01760194,0.002984825,0.0009048216,0.0005665733,0.3141446,0.0001238692,0.1974404,0.002609939,0.4432023,0.01589092],"study_design_scores_gemma":[0.004967103,0.000696579,0.01162538,0.00494308,0.0006913445,0.0001441244,0.3149859,0.01864631,0.01094905,0.0002790252,0.6275727,0.004499429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94725,0.007257581,0.0002736575,0.01665474,0.005345967,0.004913259,0.00116625,0.001478926,0.01565963],"genre_scores_gemma":[0.8966214,0.008456034,0.0009217696,0.0003359598,0.004022629,0.0003447656,0.0004983481,0.0003045897,0.08849449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1864913,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05983725091416151,"score_gpt":0.3939012609492316,"score_spread":0.33406401003507,"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."}}