{"id":"W4400657032","doi":"10.23977/aetp.2024.080428","title":"The Relationship between College Students' Social Adaptation and Aloneliness","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Psychology; Mathematics education; Social psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000272088,0.0001948967,0.0002028873,0.0006545833,0.0004121458,0.0005911689,0.0001729791,0.000223505,0.003225547],"category_scores_gemma":[0.001832232,0.00008685274,0.0002696974,0.0004830186,0.0003912695,0.0002562692,0.0005300299,0.0004811927,0.0001933451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238701,"about_ca_system_score_gemma":0.0002465554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564615,"about_ca_topic_score_gemma":0.005077425,"domain_scores_codex":[0.9997835,0.00005031974,0.00002745513,0.00003107266,0.00005406213,0.00005363824],"domain_scores_gemma":[0.9979347,0.00024227,0.0007453033,0.00009617675,0.0002117325,0.0007698541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006241903,0.000192454,0.9927625,0.00001607855,0.00004609132,0.00007824077,0.0005307591,0.00003417555,0.0004016571,0.00004282157,0.00009273705,0.005739983],"study_design_scores_gemma":[9.686908e-7,0.00005906036,0.9988927,0.000002594443,0.000006523195,0.00003674976,0.0007733311,0.00004656659,0.00004010055,0.00002314039,0.000115653,0.000002687968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993284,0.00004554179,0.00002461167,0.00002616582,0.000004034054,0.000003610259,0.000024878,0.000002161352,0.0005407219],"genre_scores_gemma":[0.9997875,0.00002443287,0.00001888229,0.000008786209,0.000002970898,0.000002038759,0.00002719185,5.298888e-7,0.0001276255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225547,"threshold_uncertainty_score":0.01079047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047149074653623,"score_gpt":0.4386380597815359,"score_spread":0.3881665690349997,"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."}}