{"id":"W3161226141","doi":"10.5539/ies.v14n6p1","title":"The Development of an Interactive Learning Resource Along with Contents on a Social Network to Promote Bangchan Subdistrict of Petchaburi Province Through the Way of Buddhism","year":2021,"lang":"en","type":"article","venue":"International Education Studies","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nonprobability sampling; Buddhism; Resource (disambiguation); Psychology; Quality (philosophy); Perception; Medical education; Sociology; Population; Computer science; Geography; Medicine","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":[0.0004995801,0.0001081905,0.0002077695,0.00005441572,0.0008434378,0.00002221329,0.0003585665,0.00003597517,0.000007769516],"category_scores_gemma":[0.001649117,0.00007145693,0.00004230957,0.0004122588,0.0004977618,0.0001189256,0.0001368891,0.0001551571,0.000002225504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915806,"about_ca_system_score_gemma":0.0008177236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000261755,"about_ca_topic_score_gemma":0.002937401,"domain_scores_codex":[0.9984948,0.0001775962,0.0004138712,0.0002147274,0.0005313811,0.0001676474],"domain_scores_gemma":[0.9962105,0.0005240052,0.0005501095,0.0001383914,0.00255628,0.00002078695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003748897,0.000726182,0.01032067,0.00003958175,0.001369891,7.394324e-7,0.794291,0.0002882843,0.0007396273,0.03666786,0.008353695,0.1468276],"study_design_scores_gemma":[0.0002360355,0.0001384179,0.07641239,0.0003012367,0.00003698714,0.000001373351,0.66482,0.000003562659,0.01119977,0.001662639,0.2450363,0.0001513262],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828813,0.0004744225,0.0002231146,0.01174387,0.0008091941,0.0003333068,0.00000487718,0.00003771656,0.003492214],"genre_scores_gemma":[0.9942796,0.00007187259,0.002346526,0.0001161784,0.0001909597,0.0001628187,0.000007202937,0.000008305965,0.002816581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2366826,"threshold_uncertainty_score":0.6487127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876134353597928,"score_gpt":0.4000183303916973,"score_spread":0.341256986855718,"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."}}