{"id":"W7103663797","doi":"","title":"Paul Byron, Digital Media, Friendship and Cultures of Care","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Friendship; Identity (music); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003361414,0.0005586726,0.0006027165,0.001809408,0.004846697,0.004658356,0.0009838023,0.005566601,0.006005656],"category_scores_gemma":[0.01095426,0.0004720404,0.0002970771,0.00221495,0.00184077,0.007097221,0.00176888,0.008214291,0.002302537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172847,"about_ca_system_score_gemma":0.003803368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04089393,"about_ca_topic_score_gemma":0.1479849,"domain_scores_codex":[0.9984971,0.0005192383,0.0001521432,0.000199817,0.0005338886,0.0000978359],"domain_scores_gemma":[0.9942952,0.002959602,0.0003489693,0.0001132585,0.001442824,0.0008401322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005222528,0.00006634158,0.003037241,0.0007343964,0.00002633491,0.0002126742,0.009914115,0.00003612072,0.000204598,0.0132444,0.9073911,0.06508024],"study_design_scores_gemma":[0.00005737867,0.00005070517,0.01107277,0.001818287,0.00004932619,0.000973204,0.02514703,0.0001356225,0.0002650027,0.01119583,0.9491549,0.00007993109],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003301899,0.3725443,0.0007969629,0.5878917,0.02814481,0.00004119422,0.0003174332,0.00005723987,0.006904413],"genre_scores_gemma":[0.0609518,0.4958228,0.002678301,0.3386087,0.03728316,0.0003078569,0.0002727998,0.0001881359,0.06388647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04089393,"threshold_uncertainty_score":0.08131182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326860903397243,"score_gpt":0.5196019063835898,"score_spread":0.3869158160438655,"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."}}