{"id":"W3168112336","doi":"10.1080/00368555.2020.12293568","title":"Using Drama to Uncover and Expand Student Understandings of the Nature of Science","year":2020,"lang":"en","type":"article","venue":"The Science Teacher","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drama; Sociology; Library science; Media studies; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004242676,0.00006096724,0.00009139259,0.00007910561,0.001515382,0.0001391285,0.001601426,0.00003414256,0.00009541163],"category_scores_gemma":[0.00137281,0.0000340438,0.00002639631,0.003303203,0.01222452,0.0003920178,0.0002989549,0.0001852763,0.000002454517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296333,"about_ca_system_score_gemma":0.001530479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006014878,"about_ca_topic_score_gemma":0.0001059079,"domain_scores_codex":[0.9978703,0.0001073607,0.0001364611,0.0002631369,0.001339587,0.0002831756],"domain_scores_gemma":[0.999213,0.0000828334,0.0001101548,0.0002299123,0.000178348,0.0001857941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009462191,0.0000458691,0.03801456,0.000005322974,0.000002944447,1.056404e-7,0.7355771,0.0001432955,0.1321408,0.09275206,0.0003564563,0.000952031],"study_design_scores_gemma":[0.0002554604,0.000102349,0.1454598,0.00005642147,0.00002540814,0.000001993099,0.818536,0.0006628887,0.02469357,0.004819774,0.005131936,0.0002544603],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699,0.00004814518,0.00008245985,0.01914326,0.0004418769,0.0002081562,8.952684e-7,0.000008146792,0.01016706],"genre_scores_gemma":[0.9983001,0.000004357978,0.0002195205,0.00110131,0.00007236408,0.00000103164,1.107692e-8,0.000002256587,0.0002990807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074472,"threshold_uncertainty_score":0.9997845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585057325361784,"score_gpt":0.4557934550960232,"score_spread":0.2972877225598448,"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."}}