{"id":"W4392621825","doi":"10.62608/2164-1102.1067","title":"Teacher Candidates Learn to Create Teacher Websites to Support Student Success Through Student, Parent and Community Engagement","year":2015,"lang":"en","type":"article","venue":"Journal of Educational Leadership in Action","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Student engagement; Student teacher; Psychology; Mathematics education; Pedagogy; Medical education; Teacher education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004642571,0.0001510214,0.0002087247,0.0002976079,0.0004090497,0.0002142435,0.0004135475,0.00007520973,0.0006270593],"category_scores_gemma":[0.001112189,0.0001490275,0.0000470839,0.0003816049,0.00009869935,0.0008647249,0.00007442203,0.0006764904,0.00008935413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893845,"about_ca_system_score_gemma":0.0007503689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936896,"about_ca_topic_score_gemma":0.01163288,"domain_scores_codex":[0.9966761,0.001431118,0.0005015221,0.00017001,0.0008738844,0.0003473926],"domain_scores_gemma":[0.9984076,0.0004070394,0.0003122491,0.0001577225,0.0003290801,0.0003862936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007345487,0.002412402,0.7376239,0.00001859468,0.00004813949,6.639713e-7,0.2377248,0.0002273823,0.0002163129,0.0004599181,0.02064905,0.0005453958],"study_design_scores_gemma":[0.0003283384,0.000343123,0.5327893,0.00009730915,0.00003292252,0.00000315364,0.4368541,0.000001392651,0.0001627036,0.000683943,0.02855561,0.0001480134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617549,0.0001670172,0.00002238424,0.03067611,0.001393291,0.0003893941,0.000002989161,0.000009313367,0.005584585],"genre_scores_gemma":[0.9913918,0.00007199129,0.0003540125,0.0009461244,0.0008693307,0.00003543712,0.00002200493,0.00001368908,0.006295641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048345,"threshold_uncertainty_score":0.897485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5159299291090125,"score_gpt":0.4938605970119497,"score_spread":0.0220693320970628,"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."}}