{"id":"W2987415201","doi":"10.1080/17439884.2020.1686013","title":"Doubtful dialogue: how youth navigate the draw (and drawbacks) of online political dialogue","year":2019,"lang":"en","type":"article","venue":"Learning Media and Technology","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Sociology; Political science; Media studies; Internet privacy; Computer science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002923,0.0001270498,0.0002983023,0.0001161418,0.0003029037,0.00004213649,0.0002446727,0.0004230026,0.00002242761],"category_scores_gemma":[0.002261917,0.00009733153,0.00003918097,0.000357267,0.002383636,0.00007024164,0.0001245616,0.0006507149,0.00001418455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002430277,"about_ca_system_score_gemma":0.0001369284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290833,"about_ca_topic_score_gemma":0.0007091316,"domain_scores_codex":[0.9986432,0.0001788136,0.0001630873,0.0002218262,0.0002328668,0.0005602311],"domain_scores_gemma":[0.998487,0.0009982265,0.0001021253,0.0001682752,0.00008999847,0.0001543956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001082889,0.00003601172,0.359979,0.00002651538,0.00003182426,0.000005300777,0.04693954,3.626844e-7,0.0004935988,0.5834338,0.00002588956,0.00901735],"study_design_scores_gemma":[0.002332464,0.0006704319,0.02623633,0.0002025364,0.000265951,0.0000243373,0.6860573,0.00006023357,0.002121367,0.200622,0.08062498,0.0007820241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693467,0.0003238028,0.000007330243,0.02791137,0.0006898705,0.0001965878,0.00001827625,0.0001293546,0.00137672],"genre_scores_gemma":[0.9988078,0.0002882349,0.00006043558,0.0001412143,0.0004170404,0.000007114199,0.00002429295,0.00001454193,0.0002393513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6391178,"threshold_uncertainty_score":0.8782606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316502186700985,"score_gpt":0.2801919922976024,"score_spread":0.2670269704305926,"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."}}