{"id":"W4234125384","doi":"10.14322/publons.r850492","title":"10.14322/publons.r850492","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tamil; Sequence (biology); Geology; Geochemistry; Archaeology; Mining engineering; Geography; Chemistry; Art","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":[0.0009137348,0.003053375,0.001495097,0.003209121,0.0007734081,0.002799344,0.003409914,0.002240286,0.385942],"category_scores_gemma":[0.004294879,0.001212862,0.001011383,0.00637296,0.0005078851,0.001930348,0.002771194,0.001284854,0.6726479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015764,"about_ca_system_score_gemma":0.00153325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965507,"about_ca_topic_score_gemma":0.0253006,"domain_scores_codex":[0.9989954,0.0001032155,0.0001191679,0.0003525401,0.000218647,0.000211071],"domain_scores_gemma":[0.9981841,0.0002503234,0.0001454206,0.0007074719,0.000439159,0.0002734668],"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":[0.00004808697,0.00001445624,0.0002035599,0.0002196055,0.00000822318,0.000008178,0.00001235714,0.0001501232,0.0001465118,0.0002642512,0.9960148,0.002909964],"study_design_scores_gemma":[0.0001638284,0.00002514164,0.001352489,0.0001156597,0.00001279835,0.0000330677,0.00004726959,0.0005661014,0.0006972429,0.0008147876,0.9961462,0.00002544671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001177674,0.00004469585,0.0001608632,0.00006185476,0.00004069153,0.00001400257,0.9939947,0.00302165,0.002543795],"genre_scores_gemma":[0.0003633797,0.00004248065,0.0002624606,0.00005109272,0.000007837092,0.00003774612,0.9960651,0.0004936297,0.002676325],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.614058,"threshold_uncertainty_score":0.8758793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007163481546838695,"score_gpt":0.1783676687064329,"score_spread":0.1712041871595942,"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."}}