{"id":"W2948962060","doi":"","title":"Exploration of the Aspects of Preservice Early Childhood Teacher-Preschooler Relationships during Mentoring Activities and Practical Knowledge: with priority given to preservice early childhood teachers","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Early childhood teacher; Psychology; Early childhood; Mathematics education; Teacher education; Pedagogy; Developmental psychology","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":[0.0008789078,0.0003144328,0.0003052832,0.0003329093,0.0004484462,0.0002511845,0.0009176017,0.00015735,0.00002577391],"category_scores_gemma":[0.00123199,0.000224892,0.00008468398,0.0009050603,0.0001196662,0.004468674,0.0005081218,0.0006452976,0.00002650035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203972,"about_ca_system_score_gemma":0.003165549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008579844,"about_ca_topic_score_gemma":0.0003088705,"domain_scores_codex":[0.9965651,0.0007360144,0.0005152936,0.0007180107,0.0009410661,0.0005245273],"domain_scores_gemma":[0.9968917,0.0006059673,0.0004320123,0.001177411,0.0004957902,0.000397071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009625916,0.003873377,0.2544159,0.0001180255,0.0003463961,9.757275e-7,0.6975236,0.00004872376,0.006318358,0.01620783,0.0004457076,0.02060485],"study_design_scores_gemma":[0.0006815016,0.0003425255,0.9840252,0.0004486161,0.00003856385,0.00001328252,0.002518982,0.00000414639,0.007509924,0.003945275,0.000202045,0.0002699294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841668,0.0002670097,0.001434792,0.009588842,0.0003079757,0.001224285,0.00001222787,0.00007380261,0.002924281],"genre_scores_gemma":[0.9948182,0.00003391791,0.003447825,0.00003356091,0.0004275152,0.0002067134,0.000004873799,0.00003846698,0.000988917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7296093,"threshold_uncertainty_score":0.9170829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137412534081758,"score_gpt":0.3036492283764255,"score_spread":0.2722751030356079,"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."}}