{"id":"W2954189719","doi":"","title":"A Study on Variables Affecting Teachers' Perception of Communication Difficulties with Mothers","year":2011,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; 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":[0.0003044766,0.0001180186,0.0001229753,0.0001338277,0.0001587658,0.00006440771,0.0004146761,0.00003837952,0.00001319585],"category_scores_gemma":[0.00002971433,0.0000945872,0.00002931259,0.0002666181,0.00003433555,0.0003837069,0.00003483986,0.0001102916,0.00001827712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005776652,"about_ca_system_score_gemma":0.0001849131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003534849,"about_ca_topic_score_gemma":0.0000357327,"domain_scores_codex":[0.9990854,0.0001870286,0.0001979708,0.0002021451,0.0002061697,0.0001213113],"domain_scores_gemma":[0.9990007,0.00007240296,0.0002090994,0.00056907,0.0001041861,0.00004454134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000002054844,0.001650751,0.09048863,0.000002406804,0.00003217159,3.676776e-8,0.8959298,0.00001814855,0.00012603,0.006103823,0.0002559288,0.005390216],"study_design_scores_gemma":[0.0001529339,0.0004070118,0.9407477,0.00008414424,0.00001131255,0.000003724241,0.05797433,0.00000205169,0.0001453233,0.0003454189,0.00002290978,0.0001030945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931855,0.00004737315,0.001219327,0.0001444185,0.0001836756,0.000444695,7.677424e-7,0.00006668946,0.004707523],"genre_scores_gemma":[0.9922624,0.000003196886,0.007315,0.00005349701,0.00007854169,0.00006863345,0.000004875273,0.00001105642,0.0002028399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8502591,"threshold_uncertainty_score":0.5343658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883494686516037,"score_gpt":0.2526584964394673,"score_spread":0.2338235495743069,"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."}}