{"id":"W2509398737","doi":"10.1080/13504630.2016.1225494","title":"Tuning into survival media","year":2016,"lang":"en","type":"article","venue":"Social Identities","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Surprise; Refugee; Sociology; Refugee crisis; Media studies; Political economy; Criminology; Political science; Positive economics; Epistemology; Gender studies; Law; Economics; Philosophy; Communication","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":[0.005012039,0.0009523446,0.0003017552,0.002137711,0.003086324,0.01087953,0.001274726,0.002690423,0.07832889],"category_scores_gemma":[0.02586638,0.0003775774,0.0003638321,0.0009412845,0.003442116,0.01689343,0.006821845,0.004315313,0.02695596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277622,"about_ca_system_score_gemma":0.001374723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163268,"about_ca_topic_score_gemma":0.002452539,"domain_scores_codex":[0.9975514,0.0009769652,0.00009686354,0.0003357882,0.0006694544,0.0003694879],"domain_scores_gemma":[0.9828407,0.00757563,0.0008516197,0.002354349,0.004025695,0.002351919],"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":[0.0002153093,0.0001391209,0.002502802,0.0004470656,0.00002988049,0.0002463138,0.007517125,0.0004322534,0.003409057,0.159967,0.4757304,0.3493637],"study_design_scores_gemma":[0.00002265043,0.0000621549,0.001069015,0.0003792417,0.00001470967,0.0001101958,0.004744206,0.0005520129,0.001127577,0.04518085,0.9466996,0.00003785081],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02300877,0.007217758,0.03518759,0.1569387,0.0215471,0.0001908771,0.001314601,0.005361033,0.7492334],"genre_scores_gemma":[0.441211,0.01055156,0.02345895,0.05552293,0.02401414,0.0006126668,0.002045933,0.004796789,0.437786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07832889,"threshold_uncertainty_score":0.2620363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04102434783740024,"score_gpt":0.3089934596786086,"score_spread":0.2679691118412084,"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."}}