{"id":"W7135927287","doi":"","title":"Unknown title","year":2023,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009558048,0.0009701239,0.001270695,0.003182134,0.00258516,0.008019937,0.001685495,0.002571525,0.9004803],"category_scores_gemma":[0.008174503,0.0005822387,0.001049597,0.002797234,0.0007465599,0.003266744,0.002649828,0.002121623,0.8730072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526394,"about_ca_system_score_gemma":0.003413643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090202,"about_ca_topic_score_gemma":0.01371223,"domain_scores_codex":[0.9991886,0.00007577849,0.00003826011,0.0001662064,0.0003873088,0.0001438348],"domain_scores_gemma":[0.996558,0.0004376478,0.0001038718,0.0004883706,0.001592066,0.0008200608],"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":[0.00003857926,0.00001319608,0.00005744977,0.00009864908,0.000002050087,0.000021962,0.00002165611,0.00001224783,0.000114155,0.001215054,0.9819847,0.01642032],"study_design_scores_gemma":[0.0000189648,0.00001185059,0.0003904217,0.0001123296,0.000003290121,0.00002046397,0.00004829387,0.00001687057,0.0001148931,0.0006298664,0.9986256,0.000007004848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003366707,0.00078523,0.0005296872,0.004174784,0.01877988,0.0003808147,0.0256114,0.0017456,0.9476559],"genre_scores_gemma":[0.0009285157,0.0004447027,0.0001930762,0.001027284,0.0008422781,0.00009605161,0.006409937,0.0006268856,0.9894313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09951967,"threshold_uncertainty_score":0.1419528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060545625268499,"score_gpt":0.3149880025691829,"score_spread":0.2743825463164979,"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."}}