{"id":"W3164953004","doi":"10.31234/osf.io/a7ngk","title":"Adult Romantic Attachment, Electronic Messaging, and Relationship Quality","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; University of Oxford; University of Miami","keywords":"Psychology; Romance; Attachment theory; Social psychology; Quality (philosophy); Developmental psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005124,0.0002595824,0.0002470828,0.0006589464,0.0005732196,0.001058656,0.0001720199,0.0003290871,0.003622494],"category_scores_gemma":[0.008514023,0.0001828208,0.0001918809,0.0006450745,0.0003691294,0.0004591173,0.0005749678,0.0007151905,0.0002782171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191437,"about_ca_system_score_gemma":0.0001379838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042464,"about_ca_topic_score_gemma":0.002211782,"domain_scores_codex":[0.9994374,0.0002093875,0.00006435053,0.00006593742,0.0001584917,0.00006447414],"domain_scores_gemma":[0.9940169,0.001749042,0.002662256,0.000276887,0.0003798698,0.0009150231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001882247,0.0002835413,0.9798421,0.00003871698,0.0000607309,0.0001417922,0.002509153,0.00005313745,0.001123535,0.0001920151,0.0001055607,0.01546142],"study_design_scores_gemma":[0.000005579058,0.0001600422,0.9978645,0.000008326483,0.00001876298,0.000193185,0.001184858,0.0001327729,0.0001065084,0.0001049041,0.0002154359,0.00000500595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985789,0.000158614,0.000110612,0.00004801222,0.000005382381,0.000007253644,0.00003348767,0.000001927114,0.001055799],"genre_scores_gemma":[0.9993699,0.0001121201,0.000129415,0.00002291229,0.000006596589,0.000004566701,0.0000395369,0.00000105249,0.000313898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003622494,"threshold_uncertainty_score":0.01211846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335552141188664,"score_gpt":0.4379768474112696,"score_spread":0.394621325999383,"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."}}