{"id":"W2898269050","doi":"","title":"Understanding the Difficulties and Adjustment of Beginning Teachers in Charge of Toddler Classes","year":2007,"lang":"en","type":"article","venue":"Early childhood education","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Toddler; Charge (physics); Psychology; Developmental psychology; Mathematics education; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002762801,0.00005919101,0.00007958801,0.00003548837,0.00008201311,0.00001015894,0.00007240452,0.0000269839,0.00003212876],"category_scores_gemma":[0.00007098043,0.00002381808,0.00001860222,0.0003619224,0.0000871872,0.0001004753,0.00002404294,0.00006006863,0.000001232279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005466081,"about_ca_system_score_gemma":0.00003052975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003486587,"about_ca_topic_score_gemma":0.0001824599,"domain_scores_codex":[0.9994793,0.00001988886,0.0001847245,0.00009635607,0.000121017,0.00009872539],"domain_scores_gemma":[0.9995937,0.0001791414,0.0001190351,0.00003047352,0.00006192302,0.00001566888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001096592,0.001179787,0.7147377,0.00001339822,0.00006705245,8.005212e-8,0.1183101,0.000008035904,0.02437228,0.05059396,0.0027685,0.08793818],"study_design_scores_gemma":[0.00004644427,0.00003809066,0.950839,0.00003452166,0.000005758734,4.471044e-7,0.04769548,2.932011e-7,0.0005313907,0.0006091708,0.0001561324,0.00004324135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966792,0.0004746028,0.000007412352,0.001336983,0.0001907063,0.000147939,0.000004047215,0.000006210846,0.001152848],"genre_scores_gemma":[0.9995466,0.0000476854,0.00009453843,0.00005494988,0.0001116417,0.000007364624,0.00001351825,5.395212e-7,0.0001231712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2361014,"threshold_uncertainty_score":0.09712731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289724291369986,"score_gpt":0.2569802775356713,"score_spread":0.2040830346219714,"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."}}