{"id":"W3014733306","doi":"","title":"Science in the City: Culturally Relevant STEM Education","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Science Education and Perceptions","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Science education; Pedagogy; Psychology; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001856196,0.0001410949,0.0001590395,0.001041467,0.0003974281,0.0002405555,0.001023056,0.00008243146,0.001182693],"category_scores_gemma":[0.001090696,0.0001251796,0.0000716718,0.002889133,0.0002629599,0.0005610563,0.000005985135,0.0004081207,0.00009574392],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631204,"about_ca_system_score_gemma":0.04342427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02065733,"about_ca_topic_score_gemma":0.1811365,"domain_scores_codex":[0.9981803,0.0002315371,0.0005463541,0.0003005205,0.000152729,0.0005885917],"domain_scores_gemma":[0.9967592,0.00009783413,0.0003848437,0.0003732948,0.0009325946,0.001452236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001054306,0.0002233016,0.03540219,0.00002698972,0.000009719474,0.000007214024,0.7599126,0.00003942306,0.0006673827,0.05265872,0.1055748,0.0454671],"study_design_scores_gemma":[0.0001301864,0.0001222613,0.3837498,0.0000836076,0.00002704835,0.0006012413,0.4092352,0.00002421152,0.00001334826,0.001053185,0.204775,0.00018499],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978128,0.0003039861,0.00005428566,0.07931055,0.009682484,0.0002680113,0.000006746972,0.000005868685,0.01255529],"genre_scores_gemma":[0.9853548,0.00001346386,0.0003544311,0.0101763,0.001296092,0.0000458796,0.0000155967,0.00001248487,0.002730965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3506774,"threshold_uncertainty_score":0.9997303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241419350204363,"score_gpt":0.3563974374627016,"score_spread":0.2322555024422653,"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."}}