{"id":"W4240176606","doi":"10.1007/978-1-4939-7131-2_101125","title":"Social Media","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social media; Sociology; Computer science; World Wide Web","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":[0.0004674339,0.0008145975,0.0002807568,0.00244381,0.001778666,0.006954005,0.0008164505,0.00191465,0.1647784],"category_scores_gemma":[0.001677358,0.0003048396,0.0003295197,0.002731355,0.001461822,0.008901219,0.002936977,0.001700813,0.09252966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258657,"about_ca_system_score_gemma":0.001104129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945388,"about_ca_topic_score_gemma":0.003885172,"domain_scores_codex":[0.9994992,0.0000988516,0.00001915317,0.000104853,0.0002220802,0.00005583182],"domain_scores_gemma":[0.9995436,0.0001646476,0.00002495098,0.000112263,0.00009914868,0.0000554369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000126132,0.00003038171,0.0001541126,0.00017933,0.000006481435,0.00008698777,0.0009805298,0.0001254421,0.0006927645,0.3627636,0.3821909,0.2527768],"study_design_scores_gemma":[9.220911e-7,0.000002515416,0.00009583486,0.00007986627,0.000001648688,0.00006867493,0.0001600553,0.00006664847,0.0001616596,0.01766742,0.9816913,0.000003434614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005565838,0.003038804,0.002973405,0.002823873,0.000806431,0.00003316731,0.0003531516,0.0002519438,0.9891627],"genre_scores_gemma":[0.01063866,0.005399896,0.001734674,0.001351153,0.0009521312,0.00006625684,0.0005845485,0.0001968594,0.9790757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1647784,"threshold_uncertainty_score":0.5512386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06295941450880713,"score_gpt":0.3158968073898101,"score_spread":0.252937392881003,"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."}}