{"id":"W2744209790","doi":"10.1111/pere.12204","title":"A prototype matching model of satisfaction in same‐sex friendships","year":2017,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Friendship; Psychology; Matching (statistics); Social psychology; Quality (philosophy); Relation (database); Developmental psychology; Computer science; Data mining; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006740412,0.000137263,0.0001839908,0.0001892874,0.0005982859,0.00004270679,0.0001846741,0.0002444216,0.0002171956],"category_scores_gemma":[0.0002061663,0.0001378112,0.0000835582,0.00009428084,0.0001296445,0.0003141053,0.0000417783,0.0006972122,0.000119872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000874348,"about_ca_system_score_gemma":0.00006292755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004255913,"about_ca_topic_score_gemma":0.0007539829,"domain_scores_codex":[0.9987664,0.0001518052,0.0003557114,0.0002634776,0.0002358845,0.0002267305],"domain_scores_gemma":[0.998952,0.0002349118,0.0003169719,0.000385076,0.0000491567,0.00006190194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008211405,0.00006016993,0.9028462,0.00001543521,0.00002704646,0.000002306386,0.01195524,0.001562733,0.00007002743,0.08180165,0.00003659771,0.001540545],"study_design_scores_gemma":[0.0005634225,0.00003243255,0.9026244,0.0000442498,0.00002383109,0.000005261767,0.002060726,0.05729185,0.000004411709,0.03717497,0.00002509149,0.0001494063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497153,0.00007254072,0.01106264,0.0006668481,0.0002322262,0.0004750129,0.00002279495,0.00003691487,0.03771573],"genre_scores_gemma":[0.9936404,0.00000585244,0.002050679,0.00001629991,0.00005489213,0.00009895171,0.00001913721,0.00002197569,0.004091859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05572912,"threshold_uncertainty_score":0.5619779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.099210830562993,"score_gpt":0.4030447653526134,"score_spread":0.3038339347896203,"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."}}