{"id":"W4220793712","doi":"10.1007/s40299-022-00655-4","title":"Unveiling the Teachers’ Perceived Self-efficacy to Practice Integrated STrEaM Teaching","year":2022,"lang":"en","type":"article","venue":"The Asia-Pacific Education Researcher","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Ministry of Education","keywords":"Acronym; Curriculum; Mathematics education; Classroom management; Self-efficacy; Scale (ratio); Psychology; Student engagement; Teaching method; Discipline; Pedagogy; Sociology; Geography; Social psychology; Social science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003090275,0.0001426141,0.000102003,0.00005059623,0.003054504,0.0002474888,0.0008997843,0.00003018194,0.002310945],"category_scores_gemma":[0.002245129,0.00004991088,0.0000606852,0.001456219,0.0001073606,0.0001930739,0.0003546899,0.0009124553,0.000308252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799702,"about_ca_system_score_gemma":0.0003067496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192337,"about_ca_topic_score_gemma":0.00006825386,"domain_scores_codex":[0.9970453,0.001346153,0.0002303349,0.0003312666,0.0007054777,0.000341428],"domain_scores_gemma":[0.9972153,0.00188741,0.0001118294,0.0002299014,0.000464967,0.00009060093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006479285,0.003212566,0.001522327,0.000003484629,0.0001667541,9.610674e-7,0.0651067,0.0001284092,0.01250388,0.01249949,0.7574996,0.147291],"study_design_scores_gemma":[0.00003377626,0.00006880127,0.0557733,0.000004429972,0.00001180568,0.000005344042,0.3420645,0.00001724697,0.00002049613,0.0001289076,0.6017901,0.00008127947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7299215,0.0001033569,0.000002452551,0.2225871,0.0004807707,0.0007393639,0.0000243873,0.00009422848,0.04604678],"genre_scores_gemma":[0.9588975,0.00001436205,0.0005261475,0.001286464,0.0004258229,0.0004881507,0.0001269691,0.000003348018,0.03823126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2769578,"threshold_uncertainty_score":0.9986011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05981158540195188,"score_gpt":0.3500958453477636,"score_spread":0.2902842599458118,"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."}}