{"id":"W3215420900","doi":"10.1111/pere.12411","title":"Support seeking and support transactions with college students' romantic partners","year":2021,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Romance; Stressor; Social support; Student engagement; Social psychology; Developmental psychology; Medical education; Clinical psychology; Mathematics education; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288175,0.0002730141,0.0003973237,0.0007131504,0.0019802,0.003038777,0.0004342097,0.0005544936,0.006370053],"category_scores_gemma":[0.01068453,0.0001949047,0.0002857745,0.0006019237,0.000763301,0.0009065541,0.002379465,0.001328013,0.0004186937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579561,"about_ca_system_score_gemma":0.0006945278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475265,"about_ca_topic_score_gemma":0.005052605,"domain_scores_codex":[0.998978,0.0004584561,0.00007690316,0.00009245169,0.0002073623,0.0001868833],"domain_scores_gemma":[0.9937037,0.00154256,0.00175734,0.0002519649,0.0004298079,0.002314632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003554148,0.001184077,0.9156048,0.0001107244,0.0001552051,0.0007451323,0.02935195,0.0001287656,0.001261732,0.0009635509,0.0008806296,0.04925811],"study_design_scores_gemma":[0.00004220716,0.00046521,0.9267712,0.00009042203,0.00006827847,0.0008457202,0.06699593,0.0006681494,0.0003440588,0.0007340558,0.002937785,0.00003714737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975466,0.0001734975,0.00007322341,0.0001736983,0.00001145428,0.00001383063,0.00003075991,0.000002304693,0.001974743],"genre_scores_gemma":[0.9994096,0.00008855973,0.0000562826,0.00003333461,0.000005315961,0.000007318319,0.00002185505,8.465141e-7,0.0003768923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006370053,"threshold_uncertainty_score":0.02130997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563545233747463,"score_gpt":0.3863134630938832,"score_spread":0.3406780107564086,"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."}}