{"id":"W2943621371","doi":"10.5539/ies.v12n5p28","title":"A Counseling Case on Problems of College Students’ Interpersonal Communication","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interpersonal communication; Psychology; Courage; Social psychology; Interpersonal relationship; Humanism; Personality; Construct (python library); Cognition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003607198,0.0001437233,0.0002233984,0.0002938248,0.00008847596,0.0000187812,0.0003923165,0.00005311042,0.002071536],"category_scores_gemma":[0.00004302461,0.0001337117,0.0001158658,0.0002123441,0.00009956605,0.0001099544,0.00002183479,0.0001601345,0.0003944088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578918,"about_ca_system_score_gemma":0.00004672351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691441,"about_ca_topic_score_gemma":0.00009996142,"domain_scores_codex":[0.998556,0.0001116397,0.00045116,0.0002885666,0.0004801167,0.000112515],"domain_scores_gemma":[0.9977225,0.0003878399,0.0002747527,0.0003581602,0.001225926,0.00003080662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002715432,0.01688429,0.2499079,0.0002979399,0.02315341,0.00005621224,0.1585074,0.001696868,0.001647798,0.3771857,0.103909,0.0640381],"study_design_scores_gemma":[0.009543275,0.001330841,0.08819061,0.002450619,0.0004810554,0.00197489,0.3387949,0.000535071,0.0006507859,0.02470418,0.5296906,0.001653198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691384,0.002313094,0.0002095231,0.001737322,0.00569891,0.0003258591,0.00006052565,0.00003552116,0.02048087],"genre_scores_gemma":[0.9867239,0.0003489013,0.0005816832,0.0007096571,0.000104836,0.000196058,0.00002532976,0.00001760267,0.01129201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4257816,"threshold_uncertainty_score":0.9988407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05373136684866521,"score_gpt":0.4486058692403018,"score_spread":0.3948745023916366,"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."}}