{"id":"W4224220707","doi":"10.1080/13598139.2022.2064270","title":"Outlanders: Loneliness experience of gifted girls","year":2022,"lang":"en","type":"article","venue":"High Ability Studies","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Loneliness; Psychology; Qualitative research; Perception; Developmental psychology; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004636539,0.0001290006,0.0003599564,0.00007012056,0.0002536463,0.000005218582,0.0003267066,0.00003507257,0.003022786],"category_scores_gemma":[0.0002603591,0.00009901036,0.0000956989,0.0004463382,0.0007027164,0.00004194566,0.0004006688,0.0002516929,0.00003949928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008206876,"about_ca_system_score_gemma":0.00001282223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002713325,"about_ca_topic_score_gemma":0.00001026106,"domain_scores_codex":[0.9981437,0.0003870464,0.0003196639,0.0004939254,0.000355976,0.000299682],"domain_scores_gemma":[0.9988838,0.0003368171,0.00008641393,0.0004671553,0.0001715691,0.00005423073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003688954,0.007384411,0.7397857,0.0002354505,0.001326617,0.0001969381,0.1209301,0.0001216955,0.004235394,0.03896227,0.07368557,0.009446847],"study_design_scores_gemma":[0.001312611,0.0008737872,0.8820005,0.000006703332,0.000013771,0.000009954678,0.08625098,0.000005949942,0.0001342068,0.0234372,0.005697677,0.0002566346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880123,0.002171094,0.00003794131,0.002793535,0.0006978504,0.0002982522,0.00005012682,0.00006589023,0.005873018],"genre_scores_gemma":[0.9976035,0.00002918304,0.00009455858,0.0001741921,0.00005613633,0.0003520355,0.000004994775,0.000007327074,0.001678084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422148,"threshold_uncertainty_score":0.9978886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791528942148609,"score_gpt":0.4598478927405344,"score_spread":0.2806949985256735,"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."}}