{"id":"W2553319600","doi":"10.1016/j.adolescence.2016.11.001","title":"Prospective content in the friendship conversations of young adults<sup>☆</sup>","year":2016,"lang":"en","type":"article","venue":"Journal of Adolescence","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Friendship; Psychology; Content (measure theory); Conversation; Content analysis; Developmental psychology; Social psychology; Communication; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262764,0.00008032082,0.0001540393,0.0001141185,0.00004118218,0.000008044346,0.0002687353,0.00007283861,0.0001052343],"category_scores_gemma":[0.0001335321,0.00004120915,0.00009281267,0.0001722394,0.000151761,0.0001261388,0.00001422525,0.0002694034,0.00002504774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006906855,"about_ca_system_score_gemma":0.00004740421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002436205,"about_ca_topic_score_gemma":0.00001612553,"domain_scores_codex":[0.9989208,0.0001547052,0.0004478724,0.00009475738,0.0002392988,0.000142592],"domain_scores_gemma":[0.998951,0.0002211901,0.0004055265,0.0001634033,0.0002217453,0.00003714874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002001767,0.0001876179,0.9710771,0.000006985854,0.00003045836,0.00001743033,0.0106763,0.0000237799,0.0001027569,0.01674057,0.0002637599,0.000673029],"study_design_scores_gemma":[0.00154376,0.0001999126,0.9854293,0.0003211462,0.00002660673,0.00008330021,0.0112187,0.00008700883,0.00003162901,0.0009527876,0.00004464536,0.00006113711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881046,0.0002079316,0.004552613,0.002338609,0.0003350109,0.0002311587,0.000008337988,0.000005111342,0.004216674],"genre_scores_gemma":[0.9992921,0.00003437256,0.0001620284,0.000079374,0.00009992265,0.000003668639,3.878874e-7,0.000005812224,0.0003223774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01578779,"threshold_uncertainty_score":0.168046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019541233603736,"score_gpt":0.3338955234159828,"score_spread":0.3037001110799455,"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."}}