{"id":"W3046061878","doi":"10.5465/ambpp.2020.21824abstract","title":"Arranged Friendship: A New Construct, Instrument, and National Rankings","year":2020,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Friendship; Construct (python library); Religiosity; Sample (material); Outlier; Preference; Psychology; Demographic economics; Political science; Social psychology; Economics; Statistics; Mathematics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002516214,0.0001870435,0.0002452235,0.002980242,0.001241661,0.001631317,0.0004748172,0.0003990653,0.003998474],"category_scores_gemma":[0.007785908,0.0001160877,0.0003125056,0.003379549,0.00103881,0.002343326,0.002051345,0.0009322877,0.0003785302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009747624,"about_ca_system_score_gemma":0.001136283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003541684,"about_ca_topic_score_gemma":0.008863547,"domain_scores_codex":[0.9977858,0.001100035,0.0002171992,0.0001543288,0.0005504991,0.0001921295],"domain_scores_gemma":[0.9934224,0.002111432,0.001505421,0.0007117766,0.001272422,0.0009764779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001647322,0.0004503574,0.7514625,0.0002231317,0.0001297996,0.0001158702,0.00983181,0.0006214755,0.0008624432,0.02992294,0.01389155,0.1923234],"study_design_scores_gemma":[0.00003656682,0.0005800236,0.8888287,0.0002190802,0.00009673479,0.0004337424,0.02529884,0.003247957,0.0007129896,0.009121559,0.07131787,0.0001059762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9047009,0.0005695978,0.01576231,0.001598206,0.0002711977,0.0004800478,0.002691677,0.0001634861,0.07376253],"genre_scores_gemma":[0.9801416,0.0002311193,0.01597938,0.0001547158,0.00006249772,0.0004088644,0.001450064,0.00001893647,0.001552721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003998474,"threshold_uncertainty_score":0.0133763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04930061795690503,"score_gpt":0.2575088089027864,"score_spread":0.2082081909458813,"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."}}