{"id":"W7116602337","doi":"","title":"Table of Contents","year":2025,"lang":"en","type":"other","venue":"Archivaria","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0004920848,0.001251543,0.0009186937,0.004098444,0.002109513,0.006604503,0.001569281,0.00167045,0.9326285],"category_scores_gemma":[0.003178819,0.0005838338,0.0008357582,0.002960089,0.0006520191,0.001868187,0.002611882,0.00190628,0.9271099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787555,"about_ca_system_score_gemma":0.003592996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009919968,"about_ca_topic_score_gemma":0.01624635,"domain_scores_codex":[0.9995054,0.00006654179,0.00002659252,0.00006722658,0.0002494614,0.00008480038],"domain_scores_gemma":[0.9986808,0.000186132,0.00005053312,0.0001529262,0.0005123016,0.0004173836],"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":[0.00001631294,0.00002852746,0.00005851841,0.0001005853,0.000001769346,0.0000143194,0.00001489378,0.00004097621,0.00006311541,0.001716849,0.9697409,0.02820322],"study_design_scores_gemma":[0.00001199506,0.000008680721,0.0002124667,0.0001254459,0.000002002145,0.00002130243,0.00004459544,0.0000326038,0.00005881728,0.001012889,0.9984627,0.000006516974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001216838,0.0002256397,0.0002152293,0.0004330653,0.00100932,0.0001279444,0.01591111,0.0009907488,0.9809653],"genre_scores_gemma":[0.0004051377,0.0002203386,0.0001874323,0.0002760273,0.0001812788,0.00007971564,0.005460056,0.0004539761,0.9927361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06737155,"threshold_uncertainty_score":0.09609735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682274244600532,"score_gpt":0.260470021425124,"score_spread":0.2436472789791187,"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."}}