{"id":"W4243826515","doi":"10.31229/osf.io/j4meu","title":"Assessing Information Reliability through Snapchat: An Alternative Means for Social Media","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Scope (computer science); Social media; Conversation; Subject (documents); Service (business); Information literacy; Order (exchange); Library science; Computer science; Public relations; Psychology; Sociology; World Wide Web; Political science; Business; Medicine; Marketing","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":[0.01258378,0.0008479341,0.0006439313,0.01200631,0.001424817,0.005236297,0.001232465,0.0008505499,0.008221139],"category_scores_gemma":[0.07830137,0.0005363618,0.0009342537,0.009038656,0.0008598738,0.004544334,0.004579073,0.0009886101,0.001736298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015147,"about_ca_system_score_gemma":0.001709763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762385,"about_ca_topic_score_gemma":0.01051639,"domain_scores_codex":[0.9857082,0.00683308,0.00143541,0.001013126,0.004660593,0.0003494645],"domain_scores_gemma":[0.8958638,0.05971781,0.009982528,0.0093649,0.02387493,0.001196099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001222115,0.001042344,0.2773128,0.001573111,0.0005209952,0.0005403867,0.04177805,0.001445059,0.01035172,0.006067423,0.01202697,0.6461191],"study_design_scores_gemma":[0.0003253904,0.003433844,0.7741706,0.001284772,0.0007626363,0.001410135,0.07217757,0.03146408,0.02051778,0.0194571,0.0742119,0.0007842065],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703483,0.0003385134,0.07569256,0.0007493131,0.000232398,0.004800282,0.006445582,0.002687426,0.03870564],"genre_scores_gemma":[0.8115738,0.0003028119,0.1667918,0.0002205896,0.0001268234,0.01000031,0.00219305,0.0003487903,0.00844188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258378,"threshold_uncertainty_score":0.0665502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0630341149853521,"score_gpt":0.3257879719429151,"score_spread":0.262753856957563,"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."}}