{"id":"W4390071768","doi":"10.47611/jsr.v12i3.2036","title":"Measuring Relationship Changes During COVID-19","year":2023,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Perception; Sample (material); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Positive relationship; Quality of life (healthcare); Clinical psychology; Demography; Social psychology; Medicine; Sociology; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002491524,0.0002028467,0.0002845093,0.001016818,0.001917765,0.001550895,0.0005341045,0.000523426,0.001905964],"category_scores_gemma":[0.01100539,0.0002027889,0.0002591434,0.0009334566,0.0004772673,0.0008878363,0.002449125,0.001366286,0.0003003416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576537,"about_ca_system_score_gemma":0.0009990199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497396,"about_ca_topic_score_gemma":0.03151361,"domain_scores_codex":[0.9985691,0.000471449,0.000122379,0.0001308351,0.0004220629,0.0002840765],"domain_scores_gemma":[0.9944929,0.0009673989,0.001845524,0.0002074995,0.001201697,0.001285112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009394294,0.0003082104,0.9423584,0.00008126735,0.00003566372,0.0001634276,0.01877079,0.00009401859,0.001185422,0.0002880771,0.0006451019,0.03597568],"study_design_scores_gemma":[0.000002172332,0.0001624569,0.9781391,0.00002210414,0.000007465452,0.0001153941,0.01923675,0.0001154061,0.000209394,0.00006145744,0.001918988,0.000009442113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958168,0.000245544,0.0003173185,0.000154821,0.00001654429,0.00009634119,0.0001892137,0.000005743917,0.003157739],"genre_scores_gemma":[0.9976527,0.0003813278,0.0005301897,0.0001058465,0.00001185216,0.0001175204,0.0003027182,0.000002801967,0.0008950088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497396,"threshold_uncertainty_score":0.02977359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5434648163826029,"score_gpt":0.6005406192315264,"score_spread":0.05707580284892344,"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."}}