{"id":"W2898272590","doi":"10.1145/3242671.3242702","title":"Designing for Friendship","year":2018,"lang":"en","type":"article","venue":"","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Loneliness; Social capital; Friendship; Feeling; Social psychology; Psychology; Affect (linguistics); Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002106155,0.0008289978,0.0002879509,0.0007024659,0.002960976,0.003379635,0.001364403,0.000990851,0.01953489],"category_scores_gemma":[0.009859441,0.0003931376,0.0005835423,0.0003572701,0.001456249,0.00368357,0.004322331,0.001069792,0.005411584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006565993,"about_ca_system_score_gemma":0.0007702286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007433883,"about_ca_topic_score_gemma":0.002262066,"domain_scores_codex":[0.9978681,0.001288373,0.00009206037,0.0002848104,0.000242862,0.000223783],"domain_scores_gemma":[0.9954675,0.001658606,0.0003066636,0.001003701,0.00045644,0.001107042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004642721,0.001546466,0.05348214,0.001641669,0.0002589735,0.002549632,0.1084024,0.003176078,0.02691658,0.1404512,0.08674194,0.5743687],"study_design_scores_gemma":[0.00008020323,0.0009321034,0.02029639,0.0003864089,0.0001890143,0.002135807,0.03928523,0.007667014,0.008381586,0.05098622,0.8695509,0.000109089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4079604,0.001042431,0.267828,0.005303449,0.0009595657,0.001405028,0.0004042742,0.003319692,0.3117771],"genre_scores_gemma":[0.8586208,0.0004233261,0.08936412,0.0006308365,0.00008308428,0.0005339084,0.0003532367,0.000307956,0.04968277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01953489,"threshold_uncertainty_score":0.06535071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549371576946908,"score_gpt":0.3225195615685282,"score_spread":0.1675824038738374,"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."}}