{"id":"W4414345825","doi":"10.64628/aan.wykftvvms","title":"Kapan kita harus ke psikolog? Sadari ciri diri butuh konseling","year":2025,"lang":"id","type":"article","venue":"","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sample (material); Work (physics); Social support; Social relation; Loneliness","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002148449,0.0002764109,0.0003968336,0.0002043013,0.001184328,0.0004053168,0.0006191529,0.0003148053,0.002899675],"category_scores_gemma":[0.003822441,0.0002563398,0.0002072944,0.001107164,0.0005282887,0.0003155936,0.0001413925,0.0003946911,0.0005832945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765306,"about_ca_system_score_gemma":0.002152157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005752531,"about_ca_topic_score_gemma":0.001309201,"domain_scores_codex":[0.9968475,0.0007929064,0.000506506,0.0005582512,0.000488203,0.0008066608],"domain_scores_gemma":[0.9970468,0.001738083,0.0001614668,0.0004072295,0.0002836568,0.0003628173],"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":[0.0000728948,0.0009761974,0.03158535,0.0001413833,0.00037449,0.000008067264,0.02889352,0.00000855388,0.002677046,0.4954109,0.3516601,0.08819151],"study_design_scores_gemma":[0.0005814193,0.0001446135,0.1167098,0.0003213785,0.0001940113,0.000002338782,0.04078858,0.000069548,0.001311017,0.04123748,0.7979555,0.0006843734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1344353,0.003309155,0.001853727,0.07206736,0.007699734,0.0005051612,0.0000223747,0.0001491226,0.7799581],"genre_scores_gemma":[0.6619328,0.001090402,0.01858158,0.007483379,0.001171477,0.00001621693,0.00001131336,0.00002268252,0.3096901],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5274975,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05361843362524195,"score_gpt":0.4238825298443716,"score_spread":0.3702640962191297,"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."}}