{"id":"W6976708570","doi":"10.6084/m9.figshare.12233396","title":"NOS","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Field (mathematics); Process (computing)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01326602,0.0005617536,0.00108533,0.002819533,0.002131317,0.003230558,0.002389072,0.001900413,0.409092],"category_scores_gemma":[0.08595187,0.00046908,0.001107433,0.001751895,0.0009724684,0.003126336,0.003103321,0.001854997,0.1923153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753032,"about_ca_system_score_gemma":0.006620029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436331,"about_ca_topic_score_gemma":0.008007012,"domain_scores_codex":[0.9816929,0.006620205,0.00425266,0.00158614,0.00499452,0.0008536349],"domain_scores_gemma":[0.9541177,0.01046845,0.004152677,0.008812531,0.01989739,0.002551334],"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":[0.0003864776,0.0001169404,0.008349542,0.001678188,0.00005709424,0.0002703024,0.0006539158,0.00009806422,0.0002093839,0.01359179,0.8630608,0.1115275],"study_design_scores_gemma":[0.0001377803,0.0000747011,0.008182971,0.001497998,0.00003422228,0.0005479518,0.0004642176,0.0001484051,0.0001252657,0.006555423,0.9821833,0.00004771801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0136326,0.004570263,0.01608244,0.01909194,0.02064925,0.01165703,0.1733945,0.002387741,0.7385342],"genre_scores_gemma":[0.1146776,0.005533394,0.03589379,0.02095924,0.00417932,0.02928538,0.1905208,0.002306268,0.596644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5909081,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5584769089976009,"score_gpt":0.4039155330399629,"score_spread":0.1545613759576381,"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."}}