{"id":"W7053073091","doi":"","title":"Teachers’ storytelling production for teaching science with sensitivity to cultural diversity","year":2023,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Storytelling; Diversity (politics); Science education; Knowledge production; Cultural diversity; Sociology of scientific knowledge; Cultural knowledge; Cultural sensitivity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007703465,0.0006279543,0.0004331165,0.001246345,0.002631356,0.004859513,0.001103857,0.001368038,0.004809754],"category_scores_gemma":[0.02834576,0.0004570906,0.0004164341,0.0008617896,0.004027699,0.004826331,0.004244391,0.001869234,0.0007842948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758854,"about_ca_system_score_gemma":0.001185205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007144994,"about_ca_topic_score_gemma":0.001554961,"domain_scores_codex":[0.9916276,0.006525396,0.0002189468,0.0004904298,0.0007846173,0.0003531458],"domain_scores_gemma":[0.9612516,0.03263986,0.001909387,0.001860464,0.001261626,0.00107708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000137935,0.0001457267,0.005293732,0.0004267311,0.00001633836,0.001114176,0.9487524,0.0002938146,0.006038578,0.004932884,0.001502595,0.03134516],"study_design_scores_gemma":[0.0000857226,0.0004255094,0.01423476,0.0005863991,0.00005587356,0.002850923,0.7727594,0.001751999,0.01036172,0.007200203,0.1896068,0.00008069475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291952,0.001033098,0.03843398,0.002133306,0.0001428316,0.0004550295,0.000283755,0.0002045902,0.02811817],"genre_scores_gemma":[0.9808022,0.0004941403,0.01227211,0.0001469031,0.00002833767,0.0002734313,0.0001462796,0.00008986724,0.005746734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007703465,"threshold_uncertainty_score":0.04074031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06981483884353143,"score_gpt":0.3483898449242643,"score_spread":0.2785750060807329,"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."}}