{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001364221,0.00248574,0.003638186,0.01392459,0.003930248,0.01148399,0.004516774,0.005345094,0.907151],"category_scores_gemma":[0.008656527,0.001372701,0.002569427,0.01618289,0.001242363,0.007445983,0.004199018,0.002544028,0.8292986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005106064,"about_ca_system_score_gemma":0.008313966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738786,"about_ca_topic_score_gemma":0.01756558,"domain_scores_codex":[0.9978446,0.0001244496,0.0003018875,0.0002873486,0.001149448,0.0002922235],"domain_scores_gemma":[0.9930242,0.0008361275,0.0003163326,0.0006154245,0.004324551,0.0008833145],"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":[0.00003878961,0.00002451068,0.00006705069,0.001214893,0.00001154463,0.00005836943,0.00001663281,0.00003030553,0.0001633945,0.001310403,0.9812346,0.01582952],"study_design_scores_gemma":[0.00004812617,0.00001479294,0.0007502073,0.0005011705,0.00001808434,0.00008136321,0.00003354866,0.00002986197,0.0001830051,0.001077224,0.9972453,0.00001737939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004061919,0.0047867,0.0007719159,0.004439113,0.03413891,0.0006072142,0.2859572,0.002838985,0.6660538],"genre_scores_gemma":[0.004322821,0.007998798,0.002632895,0.003396001,0.006495474,0.0008684932,0.2957572,0.003531859,0.6749966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.907151,"threshold_uncertainty_score":0.1324378,"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."}}