{"id":"W4296090959","doi":"10.22541/au.166323452.25673763/v1","title":"News portrayals of electronic cigarette use   ","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electronic cigarette; Popularity; Framing (construction); Electronic media; Mass media; Political science; Narrative; Advertising; Government (linguistics); Public relations; Internet privacy; Environmental health; Business; Psychology; Medicine; Geography; Computer science; Law","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":[0.002991287,0.0004574415,0.0002894251,0.004861432,0.0007884181,0.003362101,0.0003564653,0.0008921164,0.004677214],"category_scores_gemma":[0.02034197,0.0002010481,0.0004290998,0.003900819,0.001059476,0.00357102,0.001312691,0.001128069,0.0005060654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282731,"about_ca_system_score_gemma":0.0009605358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352852,"about_ca_topic_score_gemma":0.004184936,"domain_scores_codex":[0.9972857,0.001500161,0.0003060632,0.0001768713,0.0006169089,0.0001142827],"domain_scores_gemma":[0.9795461,0.01570592,0.003046072,0.0002435448,0.001272857,0.0001854351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00103634,0.0001052905,0.04452224,0.07991388,0.0007433135,0.002895155,0.2393488,0.0006003944,0.004448134,0.04897879,0.06679242,0.5106153],"study_design_scores_gemma":[0.00004654764,0.0003005161,0.08390427,0.07098387,0.001266676,0.002623256,0.1106153,0.0006975101,0.003551123,0.006193067,0.719652,0.0001659496],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4053542,0.3840092,0.005315424,0.02670177,0.004478242,0.000465176,0.008843954,0.000122294,0.1647097],"genre_scores_gemma":[0.7466569,0.2340188,0.00245186,0.004020738,0.002266692,0.0002501269,0.001953322,0.00007274307,0.008308875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004861432,"threshold_uncertainty_score":0.01581961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715767910580086,"score_gpt":0.3229263610569614,"score_spread":0.2757686819511605,"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."}}