{"id":"W7132867408","doi":"","title":"Elementary Teachers' Perspectives on Teaching Science to Socio-culturally Diverse Students","year":2013,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociocultural evolution; Curriculum; Science education; Scientific literacy; Diversity (politics); Qualitative research; Literacy; Professional development; Teacher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005826047,0.0003089389,0.0005047508,0.00128116,0.01349746,0.005235083,0.0007900862,0.0009330257,0.003346114],"category_scores_gemma":[0.006910367,0.000549271,0.0002269773,0.001237823,0.0120859,0.002127223,0.004710125,0.002526406,0.000351474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009397991,"about_ca_system_score_gemma":0.009573704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09252892,"about_ca_topic_score_gemma":0.1809666,"domain_scores_codex":[0.995999,0.002108706,0.0001386285,0.0003152204,0.0005245645,0.0009138888],"domain_scores_gemma":[0.9926724,0.004307015,0.0006042279,0.0002224779,0.0005756098,0.001618271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006243317,0.00001139525,0.003572224,0.00002477623,7.825943e-7,0.0002502368,0.9936199,0.000008701913,0.0002933939,0.000934916,0.0001545452,0.001122943],"study_design_scores_gemma":[0.000001281752,0.00001048866,0.001871348,0.00003812849,0.000001509929,0.00007543958,0.9927939,0.000006810567,0.0001221758,0.00009595582,0.004980117,0.000002946194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841158,0.0004891229,0.000667859,0.001951324,0.00003655071,0.0000655566,0.00005477909,0.000007798462,0.01261107],"genre_scores_gemma":[0.9919078,0.000752329,0.0003069795,0.0005726406,0.00001049406,0.00006525929,0.00002215661,0.00000885545,0.006353421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09252892,"threshold_uncertainty_score":0.1839807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0730441655201761,"score_gpt":0.5167793789758889,"score_spread":0.4437352134557128,"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."}}