{"id":"W6907539252","doi":"10.25316/ir-15026","title":"Social Media for Scholarship playlist","year":2019,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Social media; Digital scholarship; Harassment","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":[0.002305679,0.0003657136,0.0002146801,0.003661955,0.005109878,0.009361925,0.0008016896,0.00148416,0.1538601],"category_scores_gemma":[0.00786896,0.0001686216,0.0003045198,0.003337074,0.001296527,0.006067527,0.006601817,0.001502019,0.03732573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002385923,"about_ca_system_score_gemma":0.004677396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005669303,"about_ca_topic_score_gemma":0.01797902,"domain_scores_codex":[0.9981359,0.0005707687,0.00007310977,0.0001247964,0.0008207384,0.0002746053],"domain_scores_gemma":[0.9929029,0.002214937,0.0003591475,0.0006935867,0.001429823,0.002399571],"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":[0.0000368094,0.0001163928,0.001607028,0.0003516981,0.000006661631,0.0001053636,0.003805709,0.0000411861,0.0004386063,0.04768547,0.4414302,0.5043749],"study_design_scores_gemma":[0.000007058583,0.00002368336,0.002527293,0.0003811028,0.000004066335,0.00006771018,0.003556145,0.00009332578,0.0002500203,0.008121115,0.9849594,0.000009051308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007967618,0.009630155,0.002399619,0.03623082,0.002317704,0.0002050526,0.001960234,0.001332592,0.9379563],"genre_scores_gemma":[0.1510216,0.01094783,0.006992525,0.005187063,0.003100817,0.0005670429,0.002523994,0.001063246,0.8185959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1538601,"threshold_uncertainty_score":0.5147132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097014599055452,"score_gpt":0.2666428719597954,"score_spread":0.2456727259692409,"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."}}