{"id":"W6949942283","doi":"10.5281/zenodo.3541208","title":"NPA_ref3860","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Characterization (materials science); Standard uncertainty","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":["insufficient_payload"],"category_scores_codex":[0.001108044,0.001912871,0.00317572,0.009222231,0.004109197,0.009812054,0.004667412,0.004995399,0.9298258],"category_scores_gemma":[0.006412574,0.001673189,0.002033807,0.01140491,0.00119628,0.0070376,0.004273738,0.002596294,0.887372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003906944,"about_ca_system_score_gemma":0.005859736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243718,"about_ca_topic_score_gemma":0.010687,"domain_scores_codex":[0.9983358,0.00008996283,0.0001839445,0.000255036,0.0009181381,0.0002170312],"domain_scores_gemma":[0.9947818,0.0005784848,0.0002326952,0.0005729769,0.002905687,0.0009282696],"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":[0.00003808379,0.00003046671,0.00005502705,0.0009268359,0.000008335093,0.00005659297,0.00001287852,0.00003257777,0.0002450857,0.001233142,0.9805893,0.01677159],"study_design_scores_gemma":[0.00003287211,0.00001406956,0.0005303498,0.0002432307,0.000007280824,0.0000663164,0.00001846744,0.00002846057,0.0002023006,0.0007731967,0.9980684,0.00001502223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003400046,0.003189865,0.0009732521,0.004124937,0.03863418,0.0005528794,0.2308682,0.004989651,0.7163269],"genre_scores_gemma":[0.0034921,0.004408157,0.002198145,0.002899838,0.005705143,0.0005207277,0.2636412,0.003210615,0.7139242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07017416,"threshold_uncertainty_score":0.1000949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532863198626084,"score_gpt":0.2072868496381944,"score_spread":0.1819582176519335,"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."}}