{"id":"W4411312025","doi":"10.53762/cw7y0422","title":"10.53762/cw7y0422","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medieval and Classical Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000492955,0.00009921176,0.0001213998,0.00002938269,0.000138251,0.00006680251,0.000138363,0.00002231046,0.9994168],"category_scores_gemma":[0.00001047848,0.00007800689,0.00005667051,0.00002523863,0.00008074908,0.00007286921,0.00001912452,0.00007091311,0.9933695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001109258,"about_ca_system_score_gemma":0.000008577521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002027262,"about_ca_topic_score_gemma":8.020025e-7,"domain_scores_codex":[0.9993759,0.00001747072,0.0001192828,0.0001458794,0.0001572534,0.0001842047],"domain_scores_gemma":[0.9996383,0.0000266902,0.00001294161,0.0001552656,0.00002984069,0.0001370132],"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":[0.00005293523,0.00006426288,1.326574e-8,0.000005928544,0.00001302436,0.000004655427,0.000348769,0.000002397026,0.000007915845,0.003033532,0.5227936,0.473673],"study_design_scores_gemma":[0.0001120852,0.0001459956,0.00000179163,0.000009482397,0.000010716,7.302559e-7,0.000003591712,0.0000270928,0.000007405118,0.000771407,0.9987842,0.0001254794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006595877,0.00003139067,3.159735e-8,0.00199796,0.00000867178,0.0000870988,0.00001849743,0.0001097115,0.9970871],"genre_scores_gemma":[0.002450272,1.579135e-7,0.000005036889,0.0004993718,0.001198156,0.00001180703,0.00001034791,0.00001409977,0.9958107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4759907,"threshold_uncertainty_score":0.3181029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600108751010594,"score_gpt":0.1688171969934582,"score_spread":0.1528161094833523,"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."}}