{"id":"W4391221198","doi":"10.3390/educsci14020123","title":"Digital Bonds: Exploring the Impact of Computer-Mediated Communication on Parent–Educator Relationships in Early Childhood Education and Care","year":2024,"lang":"en","type":"article","venue":"Education Sciences","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Early childhood education; Computer-mediated communication; Early childhood; Psychology; Developmental psychology; Pedagogy; Computer science; The Internet; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007850298,0.0003310608,0.0003088874,0.001439507,0.003265945,0.004106306,0.0009473902,0.0008912456,0.003588262],"category_scores_gemma":[0.02384395,0.0003653994,0.0003511387,0.001157486,0.002227053,0.003322881,0.004308753,0.001371806,0.0002154384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0039782,"about_ca_system_score_gemma":0.006110096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341465,"about_ca_topic_score_gemma":0.03056188,"domain_scores_codex":[0.993495,0.005127124,0.0001539633,0.0002131112,0.0005192934,0.0004914584],"domain_scores_gemma":[0.9747605,0.01874145,0.003137798,0.0006430428,0.001341498,0.001375702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001452481,0.0006060511,0.1364149,0.0006677654,0.00006734961,0.0007857595,0.7832724,0.00008893719,0.0005537459,0.002755958,0.0007455403,0.07389637],"study_design_scores_gemma":[0.00003410977,0.0005754877,0.1349024,0.0007658756,0.0001220728,0.0004659823,0.8484682,0.0003311284,0.0005529642,0.0009292291,0.01282345,0.00002913701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898953,0.0007674252,0.0006462053,0.0008067701,0.00001620379,0.0001151043,0.00003931827,0.00000597759,0.007707687],"genre_scores_gemma":[0.9967059,0.0009552187,0.0009944447,0.0001309975,0.000008847169,0.0001354203,0.00002119166,0.000003899381,0.001044037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341465,"threshold_uncertainty_score":0.0415169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0707549192654369,"score_gpt":0.3500039697019126,"score_spread":0.2792490504364756,"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."}}