{"id":"W6950012466","doi":"10.5281/zenodo.3541204","title":"NPA_ref3778","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Set (abstract data type); Field (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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002438083,0.0001006318,0.0001098882,0.00009947452,0.0008109863,0.0002932111,0.0006230671,0.00005482387,0.04310971],"category_scores_gemma":[0.00005907773,0.0000988582,0.00004881198,0.0003303855,0.00004730526,0.0001279687,0.0003733646,0.0001312527,0.07571487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006168197,"about_ca_system_score_gemma":0.000001526585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002016222,"about_ca_topic_score_gemma":8.614164e-7,"domain_scores_codex":[0.9989296,0.0001186169,0.0001770618,0.000294837,0.0002148062,0.000265123],"domain_scores_gemma":[0.9991087,0.000009351135,0.00006572061,0.0004891058,0.0002140267,0.00011304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003666301,0.0001697071,0.00001412822,0.00006834321,0.00006973825,0.000005326121,0.0006993305,0.004822947,0.03614253,0.7294321,0.06739365,0.1611455],"study_design_scores_gemma":[0.0002878957,0.00005770994,0.000600072,0.00001160804,0.000003965641,0.00003723386,0.0001367612,0.001106229,0.0005175004,0.0002838565,0.9968343,0.0001228623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1143618,0.00003964357,0.0007006133,0.0004477789,0.0001053689,0.0002639836,0.00003739075,0.0008857789,0.8831577],"genre_scores_gemma":[0.9847425,0.00001307117,0.0001432199,0.0001528326,0.0001357779,5.13012e-8,0.0005087341,0.001017142,0.01328666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9294407,"threshold_uncertainty_score":0.957765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122962495278772,"score_gpt":0.2217352441885516,"score_spread":0.2005056192357638,"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."}}