{"id":"W3211015657","doi":"10.2121/edu-ijes.v14i1.1450","title":"Developing Effective Communication in Education Perspective Based on Religion, Philosophy, Psychology, and Sociology: An Analysis Study at TKIT Al-Fitrah","year":2021,"lang":"en","type":"article","venue":"EDUCARE Journal of Primary Education","topic":"Education and Communication Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Foundation (evidence); Humanism; Epistemology; Communication studies; Islam; Sociology; Perspective (graphical); Deliberation; Psychology; Social psychology; Social science; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086468,0.0001797965,0.0004243587,0.0008198725,0.0007916686,0.00008071567,0.000410252,0.0001257028,0.00006553479],"category_scores_gemma":[0.000878268,0.0001903429,0.0001239893,0.001134479,0.0003343971,0.0004270472,0.00007206193,0.0004514291,0.00000589152],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733563,"about_ca_system_score_gemma":0.006025605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678473,"about_ca_topic_score_gemma":0.00406195,"domain_scores_codex":[0.9954199,0.003042799,0.0006067539,0.0003594337,0.0003749736,0.000196183],"domain_scores_gemma":[0.995606,0.0007197364,0.0006403223,0.0006100308,0.002274615,0.0001492614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002043427,0.008480055,0.6353561,0.00002801224,0.0004148802,0.000001727042,0.2772257,0.00006449869,0.00009952029,0.03445829,0.007169344,0.03649754],"study_design_scores_gemma":[0.0004625443,0.000184691,0.7196674,0.00009848716,0.0002121381,0.000005979016,0.2587033,0.000006154735,0.00001295367,0.01005643,0.01040569,0.0001842622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962771,0.01049935,0.00005951216,0.0814948,0.0009795409,0.0004884521,0.000001967773,0.00001823461,0.01018104],"genre_scores_gemma":[0.9853006,0.003547679,0.002897251,0.007608014,0.000291974,0.0001244513,0.00006390141,0.00001459447,0.000151546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08902349,"threshold_uncertainty_score":0.9996093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617099576420459,"score_gpt":0.4415390500573052,"score_spread":0.3953680542931006,"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."}}