{"id":"W6902433739","doi":"10.6084/m9.figshare.27232773","title":"Efficacy, Age, and Interest UK 2023","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research ethics; Survey research; Social research; Data collection; Research council; General Social Survey; Survey data collection","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001903554,0.0008650289,0.001091293,0.00212055,0.0009845021,0.00162935,0.001809112,0.001507492,0.1419298],"category_scores_gemma":[0.01795579,0.000656056,0.00104938,0.003845153,0.0003757052,0.00132836,0.001750591,0.001622972,0.05696497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588005,"about_ca_system_score_gemma":0.001443438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04958294,"about_ca_topic_score_gemma":0.07512654,"domain_scores_codex":[0.9986321,0.000386403,0.0002452635,0.000218212,0.0003042318,0.0002136773],"domain_scores_gemma":[0.9930034,0.001947762,0.00153945,0.001028036,0.00197618,0.0005051338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004073646,0.00009601343,0.03000634,0.0008061797,0.0001030732,0.00004784352,0.0002790179,0.0002112643,0.00004052899,0.0009347167,0.9603195,0.006748151],"study_design_scores_gemma":[0.0009791801,0.0002399021,0.3857422,0.001197243,0.0001986002,0.0002248408,0.001233066,0.0005721456,0.0002575345,0.001444804,0.6077982,0.0001123523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004773658,0.0001317832,0.000118357,0.0002409036,0.00004144148,0.0001546024,0.9911476,0.00007882351,0.003312714],"genre_scores_gemma":[0.02579084,0.0002017666,0.0006856936,0.0003393797,0.00005586837,0.003085478,0.9528653,0.000110237,0.0168653],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8580702,"threshold_uncertainty_score":0.4748026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120083261141671,"score_gpt":0.3467215330428738,"score_spread":0.2266382719012028,"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."}}