{"id":"W7135874283","doi":"","title":"AFLE Key Thematic Findings","year":2020,"lang":"en","type":"report","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"AGE-WELL","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009229235,0.001219404,0.001212952,0.007350894,0.003993019,0.01383918,0.002447502,0.004991898,0.4786724],"category_scores_gemma":[0.0357419,0.0005390628,0.001230525,0.005319734,0.00176845,0.003784456,0.007116511,0.003985572,0.3507314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006730068,"about_ca_system_score_gemma":0.02528447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01678403,"about_ca_topic_score_gemma":0.0244999,"domain_scores_codex":[0.9913232,0.001200221,0.0003038333,0.000791285,0.005018832,0.001362528],"domain_scores_gemma":[0.9726816,0.004006107,0.001092541,0.002243772,0.01443826,0.005537676],"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":[0.00006651709,0.00002101678,0.0002123,0.0002416497,0.000002959394,0.00003976904,0.00009616206,0.00001800787,0.0001318561,0.003764109,0.9829934,0.01241221],"study_design_scores_gemma":[0.00003338074,0.00002079609,0.001677577,0.0003245541,0.00001136569,0.00004742392,0.001186065,0.00007289119,0.0004338824,0.0027524,0.993427,0.00001254567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00175344,0.001171528,0.002160125,0.04351461,0.03000084,0.003359764,0.0989709,0.001845437,0.8172233],"genre_scores_gemma":[0.00674261,0.001107385,0.002265879,0.008235625,0.001879055,0.002178441,0.02478844,0.0008328672,0.9519697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4786724,"threshold_uncertainty_score":0.7436105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623697712441278,"score_gpt":0.3642029474471999,"score_spread":0.2018331762030722,"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."}}