{"id":"W4396772884","doi":"10.23977/aetp.2024.080319","title":"The Path to Enhancement of Rural Teachers' Professional Happiness in County Areas—Based on ERG Theory Perspective","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Happiness; Erg; Path (computing); Sociology; Psychology; Computer science; Social psychology; Artificial intelligence; Neuroscience","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":[0.0003769711,0.00008315819,0.0001374241,0.0003901239,0.0000440115,0.000002471666,0.00009901543,0.000107586,0.0001208133],"category_scores_gemma":[0.0007155193,0.00005120026,0.00001739361,0.0004999317,0.0004257456,0.00003158175,0.00001951381,0.0003526593,0.00001243929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108905,"about_ca_system_score_gemma":0.0002748292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006350438,"about_ca_topic_score_gemma":0.00002513715,"domain_scores_codex":[0.9992013,0.00007292093,0.0001665106,0.0002055326,0.0001596415,0.0001941022],"domain_scores_gemma":[0.998974,0.000730326,0.00002417235,0.0001606469,0.00005771064,0.00005316651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001663578,0.001726612,0.08330361,0.00007595753,0.00006010382,0.00003359562,0.001042452,0.000003172508,0.0003902025,0.7866643,0.001151497,0.1238849],"study_design_scores_gemma":[0.00160596,0.001015032,0.1503426,0.0008641552,0.00001205525,0.00003028307,0.004295173,0.00006849399,0.000255429,0.8247851,0.0166247,0.0001010578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8253245,0.02161931,0.0007907416,0.1396291,0.0009402227,0.0007585165,0.00001727564,0.00002564966,0.01089471],"genre_scores_gemma":[0.9966069,0.001032096,0.0002997343,0.0007810442,0.00003826003,0.0003800684,0.00001170296,0.000005084232,0.0008450737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1712824,"threshold_uncertainty_score":0.2087886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206248806013646,"score_gpt":0.4337447324996006,"score_spread":0.4216822444394641,"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."}}