{"id":"W4406746303","doi":"10.1111/pere.12590","title":"The Progression of College Student Romantic Relationship Development: Stability and Change Over 10 Years","year":2025,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Romance; Psychology; Stability (learning theory); Social psychology; Developmental psychology; Psychoanalysis; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117008,0.0001329069,0.0001456518,0.0001446576,0.0008444236,0.00002785573,0.0001434513,0.0001894322,0.0002090675],"category_scores_gemma":[0.0002673508,0.0001047299,0.00005586859,0.0004608773,0.0002486474,0.0001160452,0.00008392869,0.0004137791,0.00005046807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007745868,"about_ca_system_score_gemma":0.00009454454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001108892,"about_ca_topic_score_gemma":0.0001012371,"domain_scores_codex":[0.9984562,0.0003548618,0.0004146847,0.0002649763,0.0002950966,0.0002141623],"domain_scores_gemma":[0.9977827,0.001677328,0.0001662732,0.0002307235,0.00008618202,0.00005677338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006168043,0.0001028597,0.8534138,0.00001994939,0.00006849474,0.000001248118,0.009814705,4.752831e-7,0.000003686828,0.1340015,0.0003194801,0.002192157],"study_design_scores_gemma":[0.0005016886,0.00002733937,0.9888908,0.00006495546,0.00005565439,0.000001863047,0.003130887,0.000323448,0.000002674973,0.001639528,0.005258599,0.0001025351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839802,0.002629223,0.0001854956,0.0008948768,0.0003416157,0.0007028087,0.00001700177,0.00004289364,0.01120582],"genre_scores_gemma":[0.9926355,0.00001828773,0.0003691126,0.00002163846,0.00003252759,0.0001564706,0.00003045239,0.0000115199,0.006724452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354771,"threshold_uncertainty_score":0.6494709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856459394493126,"score_gpt":0.4111522857712144,"score_spread":0.3325876918262832,"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."}}