{"id":"W4401010995","doi":"10.37119/ojs2024.v29i2.706","title":"Loneliness and Belonging in Canadian Schools","year":2024,"lang":"en","type":"article","venue":"in education","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; University of Manitoba","funders":"","keywords":"Loneliness; Psychology; Pedagogy; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004635406,0.00002597024,0.00003354674,0.0001906066,0.00007861221,0.00008259482,0.00003648557,0.00004364303,0.00005632527],"category_scores_gemma":[0.0001020838,0.00002994314,0.00000481372,0.0003723234,0.00001821698,0.0001640669,0.00000338086,0.00006958915,0.00002416255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003859143,"about_ca_system_score_gemma":0.003247393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7778382,"about_ca_topic_score_gemma":0.9466705,"domain_scores_codex":[0.999602,0.00002647995,0.00007210547,0.00008079477,0.00006338002,0.0001552068],"domain_scores_gemma":[0.9998626,0.0000174947,0.000005237559,0.00002024752,0.0000149606,0.00007947805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[2.231205e-7,0.000005844107,0.8875434,0.000005568632,6.108626e-7,0.000002705104,0.03929104,4.61722e-7,0.000001461405,0.01564775,0.0006314361,0.0568695],"study_design_scores_gemma":[0.00002447758,8.926769e-7,0.8909593,0.00008624468,0.000001061401,2.150777e-7,0.01485618,0.00002241423,0.000001864063,0.00563566,0.08833956,0.00007212799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699731,0.0006103232,0.000001070648,0.008395306,0.0009174452,0.00009149239,5.099453e-7,0.00001345581,0.01999728],"genre_scores_gemma":[0.9980107,0.0001192068,0.00005664435,0.0001107368,0.000171931,0.00001530367,0.000005724346,0.000002816593,0.001506928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688322,"threshold_uncertainty_score":0.5760735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444524390983915,"score_gpt":0.3398803429741961,"score_spread":0.325435099064357,"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."}}