{"id":"W4411324313","doi":"10.53762/vh0gvg57","title":"10.53762/vh0gvg57","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","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":[0.0001669673,0.00008211211,0.0001150947,0.00001668919,0.000669322,0.0001022886,0.0001764954,0.00004050752,0.9802092],"category_scores_gemma":[0.0001736049,0.000069618,0.00004398071,0.0001789664,0.0001172296,0.00008700188,0.000021085,0.00004938295,0.9310157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002965967,"about_ca_system_score_gemma":0.00003594529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005545906,"about_ca_topic_score_gemma":0.000005083191,"domain_scores_codex":[0.9992151,0.00005851674,0.000109175,0.0001538849,0.0001978326,0.0002655159],"domain_scores_gemma":[0.9996243,0.00005792685,0.00001528869,0.0001078509,0.00006983856,0.0001247733],"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":[0.00002876821,0.00003602522,0.000004505937,0.000003837271,0.00002361036,0.000008515551,0.01027536,0.000007124527,0.000003115429,0.0001776614,0.449469,0.5399625],"study_design_scores_gemma":[0.00006740529,0.00003442706,0.0001235407,0.000008224008,0.000008463784,2.986381e-7,0.00005372139,0.000006507653,0.000001508876,0.00004554035,0.9995368,0.0001135512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002495628,0.0001748416,4.667643e-8,0.001048011,0.0000121291,0.0001215256,0.000008715247,0.0001297114,0.9960094],"genre_scores_gemma":[0.002447156,0.00000326368,0.0001021617,0.0001642741,0.0006552933,0.000008270767,0.000004610205,0.000006376405,0.9966086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5500678,"threshold_uncertainty_score":0.5147952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015297741257744,"score_gpt":0.229774789733833,"score_spread":0.2196218123212556,"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."}}