{"id":"W1976868212","doi":"10.1002/sce.20035","title":"An enactment of science: A dynamic balance among curriculum, context, and teacher beliefs","year":2004,"lang":"en","type":"article","venue":"Science Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Context (archaeology); Curriculum; Queen (butterfly); Citation; Balance (ability); Gender balance; Science education; Sociology; Mathematics education; Library science; Computer science; Pedagogy; Psychology; History; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003735697,0.00009775023,0.0001103772,0.0004380644,0.001897035,0.0002605426,0.0008359548,0.00004511775,0.0001415349],"category_scores_gemma":[0.0008372322,0.00009049821,0.00002096818,0.002617637,0.01163438,0.002304002,0.00004033476,0.0001151824,0.00001566285],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006434908,"about_ca_system_score_gemma":0.01373692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004698,"about_ca_topic_score_gemma":0.002668275,"domain_scores_codex":[0.9977061,0.00007498142,0.0002140081,0.0005214456,0.001024382,0.0004590392],"domain_scores_gemma":[0.9985071,0.00002758091,0.0001730639,0.0003294909,0.0005262524,0.0004364804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004452153,0.001552544,0.2384686,0.00001240161,0.000002393591,2.340734e-7,0.3565971,0.00004999592,0.02748167,0.2562239,0.0001784729,0.1194283],"study_design_scores_gemma":[0.0002242126,0.0001265481,0.7227536,0.00006827006,0.000007069867,0.000003194325,0.2642271,0.0003056217,0.002395935,0.007447939,0.002180959,0.00025959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984381,0.0001456308,0.0001058022,0.002527219,0.00183789,0.0003073478,0.000001277897,0.00003407255,0.0106598],"genre_scores_gemma":[0.9981003,0.00005463013,0.0008879662,0.0002017265,0.0001491112,0.0000216466,0.000001872525,0.000003969644,0.0005787448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.484285,"threshold_uncertainty_score":0.9994023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413035218870208,"score_gpt":0.394550612898302,"score_spread":0.3804202607095999,"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."}}