{"id":"W2944932029","doi":"","title":"How Science Curriculum Documents in British Columbia and South Korea Influence the Use of Laboratory Activities for Middle School Science Teachers","year":2018,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Curriculum; Science education; Mathematics education; Science class; Curriculum development; Set (abstract data type); Class (philosophy); Pedagogy; Sociology; Psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001485444,0.00007215412,0.0001229778,0.0000727166,0.001065128,0.000875532,0.001845683,0.00003172566,0.000003594191],"category_scores_gemma":[0.001682102,0.00006054967,0.00005698532,0.0009663946,0.002900066,0.001114768,0.000167701,0.0001161321,1.709052e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251604,"about_ca_system_score_gemma":0.01515461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4122955,"about_ca_topic_score_gemma":0.6562385,"domain_scores_codex":[0.9986452,0.00005349952,0.0001795898,0.0002863241,0.0005031093,0.0003323121],"domain_scores_gemma":[0.997094,0.0002914461,0.0002360257,0.0005667721,0.001661427,0.0001503722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000169458,0.0008263363,0.7446019,0.0001733891,0.000134336,5.554519e-8,0.189317,0.00005805479,0.005401223,0.009371904,0.01823689,0.03186201],"study_design_scores_gemma":[0.000521504,0.0004938315,0.8652304,0.0001974152,0.0000321897,0.000001682027,0.1257046,0.002380049,0.0009814851,0.001931277,0.002329431,0.0001961666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963108,0.00008159821,0.0001391495,0.001699392,0.000316679,0.001359167,0.00006868233,0.000002593072,0.00002199647],"genre_scores_gemma":[0.9977693,0.00001503198,0.001361017,0.0001389524,0.00003600378,0.0001401423,8.581102e-7,0.000004039927,0.0005346477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.243943,"threshold_uncertainty_score":0.9998135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004399072645569,"score_gpt":0.3097491175686316,"score_spread":0.2597051268421759,"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."}}