{"id":"W6982289410","doi":"","title":"\"If we can prevent children from dying unnecessarily, I don't see a downside\": An analysis of Vaccinations, Children, Parenting and Vulnerability in Parents and Todayâs Parent articles about Childhood Vaccinations","year":2016,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Presentation (obstetrics); Individualism; Middle class; Variety (cybernetics); Content analysis; Focus group; Early childhood; Class (philosophy)","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":[0.003456297,0.0001900991,0.0002629032,0.003170409,0.002736209,0.002508485,0.0002918522,0.000605143,0.001698426],"category_scores_gemma":[0.01810969,0.0001808459,0.000243164,0.003173882,0.002279786,0.00267084,0.001478789,0.0005807755,0.0001416327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472886,"about_ca_system_score_gemma":0.002257125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756479,"about_ca_topic_score_gemma":0.00573163,"domain_scores_codex":[0.9968994,0.002020405,0.0002401786,0.0001171891,0.0004830729,0.0002397975],"domain_scores_gemma":[0.9738166,0.02095303,0.003310324,0.0002112512,0.001278704,0.0004300082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001222862,0.00008118793,0.1056266,0.0009054919,0.00004843664,0.001842181,0.8521108,0.00003234593,0.0007897336,0.00291085,0.002176467,0.03335362],"study_design_scores_gemma":[0.000007282111,0.0001223289,0.175516,0.0009381969,0.00005975487,0.001113938,0.7962315,0.00006082874,0.0004225937,0.0005162899,0.0249935,0.0000177769],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988835,0.002127016,0.0002292078,0.001521665,0.00006685249,0.00004326182,0.0001100856,0.000003555796,0.007063404],"genre_scores_gemma":[0.9927464,0.00411352,0.0005325623,0.0006077475,0.0001115647,0.0001145791,0.0001194393,0.00001314229,0.001641073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003456297,"threshold_uncertainty_score":0.01827884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930803481077133,"score_gpt":0.2782343509079944,"score_spread":0.2589263160972231,"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."}}