{"id":"W4413816744","doi":"10.1525/collabra.143319","title":"Who Reaches Out to Old Friends and What Do They Say?","year":2025,"lang":"en","type":"article","venue":"Collabra Psychology","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology","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":[0.0004118434,0.00008395626,0.000132468,0.0001204265,0.0003224203,0.0002873205,0.0002119942,0.0001282956,0.00007013301],"category_scores_gemma":[0.0000962683,0.00008395153,0.00003235319,0.0002132447,0.0001119068,0.0001834189,0.00006522636,0.0000798697,0.00003003726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005533718,"about_ca_system_score_gemma":0.00007435813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001646944,"about_ca_topic_score_gemma":0.006646966,"domain_scores_codex":[0.9990906,0.0001241547,0.0001374477,0.0002967828,0.0001221198,0.0002289625],"domain_scores_gemma":[0.9995196,0.0000765962,0.00002847014,0.0001932286,0.0001044917,0.00007755213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002820244,0.00002922902,0.007246697,0.000004609229,0.00003673973,0.000004024098,0.02108032,0.000007636134,0.000732231,0.8787891,0.03618548,0.05585574],"study_design_scores_gemma":[0.0004396042,0.0001156912,0.0218166,0.0001388222,0.00002401671,0.000001816012,0.02018975,0.00008537251,0.0000362203,0.0804082,0.8764418,0.000302062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6500656,0.001481986,0.0005020301,0.03319709,0.003831983,0.000230943,0.000005699377,0.00004737764,0.3106373],"genre_scores_gemma":[0.9564686,0.001302084,0.000306767,0.01226737,0.0002348828,0.00003416913,0.000003474044,0.000007867812,0.02937474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8402564,"threshold_uncertainty_score":0.3709163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171876156496936,"score_gpt":0.3542370872846121,"score_spread":0.3370494716349184,"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."}}