{"id":"W2735020911","doi":"10.1145/3097286.3097343","title":"Motivations for Sharing News on Social Media","year":2017,"lang":"en","type":"article","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Social media; Internet privacy; Focus (optics); Computer science; World Wide Web; Information sharing; Online and offline; Advertising; Business","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":[0.00477607,0.0002552553,0.0002514954,0.001572523,0.004438537,0.008412707,0.0005885636,0.002344614,0.007521793],"category_scores_gemma":[0.02582079,0.0004167959,0.0003597212,0.0009511785,0.002391237,0.005100104,0.002531929,0.002239087,0.001344066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009654546,"about_ca_system_score_gemma":0.0008022174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992425,"about_ca_topic_score_gemma":0.003095739,"domain_scores_codex":[0.9949251,0.00298104,0.0002746196,0.0003137349,0.0009576457,0.0005478631],"domain_scores_gemma":[0.9780572,0.01366579,0.003571726,0.0008132555,0.001596793,0.002295207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006896586,0.0007395666,0.2322185,0.000555474,0.0002098046,0.005227339,0.6084433,0.0004664735,0.006442994,0.06746674,0.01238326,0.06515698],"study_design_scores_gemma":[0.00008282163,0.0002870089,0.1012651,0.0005335811,0.0001232946,0.003916258,0.7548026,0.00219444,0.001813372,0.02033825,0.1144616,0.0001815574],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333767,0.0006746806,0.002529375,0.005608316,0.0001620058,0.0001028372,0.0001744352,0.00003151743,0.0573402],"genre_scores_gemma":[0.9925972,0.000358283,0.0008118232,0.0005109939,0.00009091503,0.00004177529,0.00008678565,0.00003130317,0.005470953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008412707,"threshold_uncertainty_score":0.0252586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1968195371438519,"score_gpt":0.4244457867761725,"score_spread":0.2276262496323206,"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."}}