{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007994652,0.0006203744,0.001338818,0.00978127,0.02746772,0.009707417,0.001649215,0.00102157,0.002235845],"category_scores_gemma":[0.01353174,0.0004285995,0.0008911013,0.0160912,0.00784412,0.002873841,0.006397165,0.001580791,0.00007396817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1126744,"about_ca_system_score_gemma":0.2767996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927582,"about_ca_topic_score_gemma":0.9965889,"domain_scores_codex":[0.995144,0.001109279,0.0004606565,0.0005534973,0.001829071,0.0009035785],"domain_scores_gemma":[0.9904667,0.00254964,0.0009909478,0.0002177573,0.004725407,0.001049592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001193711,0.00007425169,0.08702079,0.006865391,0.0002516718,0.0004314807,0.7185372,0.0003667088,0.0002465694,0.02130188,0.00996211,0.1548226],"study_design_scores_gemma":[0.00001612307,0.00005373957,0.1764271,0.008371826,0.0003189293,0.0001227403,0.7185427,0.0001430592,0.0002238111,0.001945963,0.09369741,0.0001366877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7680886,0.1281571,0.000888617,0.01366294,0.0007997103,0.0006744288,0.002756228,0.00003770058,0.0849347],"genre_scores_gemma":[0.9591571,0.03668257,0.0007662838,0.0007028577,0.00003891335,0.0001804042,0.0003265869,0.00001016894,0.002135125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126744,"threshold_uncertainty_score":0.8175139,"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."}}