{"id":"W6950035492","doi":"10.5281/zenodo.3541220","title":"NPA_ref4250","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social Sciences and Governance","field":"Social Sciences","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":[0.001362935,0.001986288,0.003128367,0.01091147,0.004194423,0.01065392,0.004407217,0.005335287,0.9279048],"category_scores_gemma":[0.01037348,0.00152412,0.002013965,0.01531247,0.001302162,0.008390647,0.004860742,0.002716282,0.8702366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004164478,"about_ca_system_score_gemma":0.007569923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563217,"about_ca_topic_score_gemma":0.0129966,"domain_scores_codex":[0.9977134,0.0001384084,0.000290049,0.0003608349,0.001201893,0.0002954303],"domain_scores_gemma":[0.9926485,0.0009522288,0.0002974248,0.0007223045,0.00443357,0.0009459956],"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":[0.00003073641,0.00002616104,0.00007369192,0.001034656,0.000007615237,0.00005165605,0.00002013538,0.00003320924,0.0001515507,0.001411315,0.9819496,0.01520965],"study_design_scores_gemma":[0.00003001999,0.00001197782,0.0005883834,0.0003881252,0.000008313908,0.00006574764,0.00002923333,0.00003071003,0.0001407109,0.0009630158,0.9977286,0.00001508585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003376764,0.002930388,0.001044256,0.004981677,0.03185828,0.0005504682,0.3261737,0.003811169,0.6283125],"genre_scores_gemma":[0.003921479,0.004984598,0.002643809,0.003355426,0.005280712,0.000711108,0.3494898,0.003264669,0.6263483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9279048,"threshold_uncertainty_score":0.1028349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897258664124977,"score_gpt":0.284487368187166,"score_spread":0.2455147815459162,"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."}}