{"id":"W7023425530","doi":"","title":"Thelma (Halifax)","year":2023,"lang":"en","type":"article","venue":"WakeSpace Scholarship (Wake Forest University)","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ephemeral key; Data collection; Doors","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":[0.000284776,0.0007287234,0.0003646813,0.0009236716,0.003033264,0.00163946,0.0008066568,0.0004949947,0.1233537],"category_scores_gemma":[0.0005672338,0.0001724811,0.0002312706,0.00085567,0.000764504,0.0005850063,0.001465869,0.0009920076,0.03821908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003652228,"about_ca_system_score_gemma":0.002694969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023534,"about_ca_topic_score_gemma":0.2144223,"domain_scores_codex":[0.9997848,0.0000231093,0.000008142672,0.00006129257,0.00005829056,0.00006443538],"domain_scores_gemma":[0.9997379,0.00002726705,0.00002376821,0.00003797223,0.0001035656,0.00006956621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001129757,0.0001273036,0.01201307,0.0005708316,0.00005261413,0.002107201,0.001645572,0.0009140206,0.007149635,0.03727819,0.4430977,0.493914],"study_design_scores_gemma":[0.00003464571,0.0000658307,0.02137916,0.0001042448,0.0000091461,0.0004490216,0.001106029,0.0003051247,0.001233303,0.001851271,0.9734402,0.00002209258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0436285,0.003451462,0.002503709,0.004779403,0.001229889,0.0001968138,0.01718344,0.001754054,0.9252726],"genre_scores_gemma":[0.1454153,0.001202317,0.00552235,0.001328631,0.00008721784,0.0002234572,0.008141091,0.0003498199,0.8377299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1233537,"threshold_uncertainty_score":0.4126592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754877678159146,"score_gpt":0.240142460887435,"score_spread":0.2225936841058436,"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."}}