{"id":"W6969092051","doi":"10.5281/zenodo.5213993","title":"Microlinyphia impigra","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medical and Agricultural Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Natural (archaeology); Context (archaeology); Field (mathematics); Product (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007826313,0.00007651452,0.0001065617,0.0000510518,0.004795301,0.0006076806,0.0005819595,0.0000520497,0.02602227],"category_scores_gemma":[0.003267653,0.00006259166,0.00005647141,0.0006408015,0.0003448189,0.0001517793,0.000743742,0.0002239183,0.006256676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028517,"about_ca_system_score_gemma":0.00001159649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063487,"about_ca_topic_score_gemma":0.00001017424,"domain_scores_codex":[0.9980506,0.0005104551,0.0001405248,0.0002690576,0.0005912753,0.0004380525],"domain_scores_gemma":[0.998585,0.00005363285,0.00003617936,0.000162732,0.0008639641,0.0002984211],"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":[0.0000146715,0.0001204081,0.000008176722,0.0000297994,0.00004121953,0.00006413138,0.005183815,0.000001066296,0.009466935,0.03411791,0.7661231,0.1848287],"study_design_scores_gemma":[0.0001595506,0.00003423438,0.0007597029,0.00001658252,0.000004735651,0.00001546397,0.002974889,0.000004966726,0.0004435288,0.0006933439,0.9948039,0.00008912474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06304598,0.0007798208,0.000421117,0.04291406,0.0002497766,0.0004053218,0.0001573948,0.0009976465,0.8910289],"genre_scores_gemma":[0.9645577,0.002917869,0.0003998914,0.0007938839,0.001105424,6.674867e-8,0.001053478,0.0004975069,0.02867415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9015117,"threshold_uncertainty_score":0.9965003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965040154197156,"score_gpt":0.2968512572500285,"score_spread":0.2472008557080569,"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."}}