{"id":"W6962760600","doi":"10.17605/osf.io/wty6k","title":"Comparison and Validation of E-Cigarette Dependence Measures","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convergent validity; Concurrent validity; Internal consistency; Scale (ratio); Measure (data warehouse); Test validity; External validity; Predictive validity","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007276641,0.0001233966,0.0003699783,0.0001738259,0.00007877782,0.0001649716,0.0005005315,0.0002655214,0.001762793],"category_scores_gemma":[0.0005082124,0.0001088269,0.0000272764,0.0006098592,0.0003882336,0.00009516059,0.0002440689,0.0003160722,0.000001963337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004374424,"about_ca_system_score_gemma":0.0003355376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002682455,"about_ca_topic_score_gemma":0.00001325179,"domain_scores_codex":[0.998292,0.00003207719,0.0001956012,0.0004272432,0.0008993041,0.0001537745],"domain_scores_gemma":[0.9989535,0.0000424404,0.0002321337,0.0005437959,0.0001325993,0.00009559386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002599739,0.0001594499,0.9388891,0.0001603162,0.00003454093,0.00001399094,0.0006786839,0.000002823159,0.003861454,0.001609722,0.02358099,0.03098295],"study_design_scores_gemma":[0.0009384627,0.0003228762,0.7776577,0.01356173,0.000591783,0.00007212776,0.001148207,0.00005340882,0.1263785,0.001151389,0.07733939,0.0007844001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2444008,0.002020905,0.008344978,0.0007481095,0.001974132,0.001836644,0.00002386762,0.00009931431,0.7405512],"genre_scores_gemma":[0.9519945,0.00009987609,0.005684586,0.0001274111,0.0001084627,0.00001836133,0.0000288571,0.00006709226,0.0418709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7075936,"threshold_uncertainty_score":0.9991497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08515626559613979,"score_gpt":0.4099176391937548,"score_spread":0.324761373597615,"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."}}