{"id":"W6926129308","doi":"10.22008/fk2/mqds1l/1lk8yv","title":"LOI_data_NOW25c.csv","year":2021,"lang":"en","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Core (optical fiber); Channel (broadcasting); Product (mathematics); Table (database)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006000147,0.0003809958,0.0007569111,0.0001144714,0.00005945423,0.00003250906,0.0002779577,0.0005552224,0.001250364],"category_scores_gemma":[0.0003202277,0.0003217857,0.0001012599,0.0002752543,0.0001520362,0.00005067568,0.0001913105,0.0005578822,0.00005912863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001727614,"about_ca_system_score_gemma":0.00002926976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008318236,"about_ca_topic_score_gemma":0.001136142,"domain_scores_codex":[0.9983869,0.0001654315,0.0004771583,0.0003863955,0.0002296549,0.0003545068],"domain_scores_gemma":[0.9986712,0.0004637672,0.00007148085,0.000518293,0.0000976524,0.0001775532],"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":[0.00002713958,0.00002812552,0.01073576,0.0003179216,0.0001623795,0.00004987501,0.000003212799,0.0007123803,0.000005703308,0.00000300431,0.9795262,0.008428285],"study_design_scores_gemma":[0.0003569115,0.00005407035,0.3019385,0.00007891034,0.00006158944,0.00008973537,0.000004797137,0.0005843436,0.00000735973,0.00002872675,0.6963341,0.0004609965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01204233,0.00360879,0.0006324484,0.00001869535,0.0008097372,0.00009963022,0.9825493,0.00007356276,0.0001655638],"genre_scores_gemma":[0.01274962,0.006808875,0.0002520138,0.00002712664,0.0001594897,0.00001004736,0.9798369,0.00002079892,0.0001351774],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2912027,"threshold_uncertainty_score":0.9999234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752018783756125,"score_gpt":0.2158199165906717,"score_spread":0.1982997287531104,"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."}}