{"id":"W4366166968","doi":"10.54265/kxep3709","title":"A importância da experimentação demonstrativa no ensino de química: um estado da arte durante os anos de 2017-2021.","year":2023,"lang":"pt","type":"article","venue":"","topic":"Chemistry Education and Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009666558,0.0002551022,0.000521105,0.0005172685,0.002331688,0.002062724,0.0009130978,0.001661559,0.004350037],"category_scores_gemma":[0.0144246,0.000271257,0.0007448789,0.001079676,0.002345942,0.002035199,0.00183059,0.001467823,0.0009447532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003095166,"about_ca_system_score_gemma":0.00580642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0217901,"about_ca_topic_score_gemma":0.05484156,"domain_scores_codex":[0.9958773,0.001286586,0.0002094702,0.0008327974,0.001494004,0.0002999921],"domain_scores_gemma":[0.9859887,0.005901036,0.001091645,0.002005507,0.004327519,0.0006854536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01115167,0.002634533,0.1632991,0.006289353,0.0006527844,0.00155065,0.02408922,0.002723237,0.339074,0.03323729,0.02785565,0.3874426],"study_design_scores_gemma":[0.0005845365,0.008565623,0.3226398,0.001530553,0.0008604177,0.0006792347,0.01280914,0.002441321,0.1628098,0.0222924,0.4644274,0.0003597813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.856435,0.008736993,0.02697537,0.01826314,0.002222252,0.0009210967,0.006208223,0.0009561982,0.07928159],"genre_scores_gemma":[0.9573967,0.004092731,0.01918226,0.0019899,0.000270718,0.0005248993,0.001246106,0.000173079,0.01512357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217901,"threshold_uncertainty_score":0.05112225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09054910384359809,"score_gpt":0.4176253371372776,"score_spread":0.3270762332936795,"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."}}