{"id":"W3206656632","doi":"10.5281/zenodo.2553555","title":"pysal/pysal: PySAL 2.0.0","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Computer science","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":[0.003707399,0.003950513,0.002380925,0.002981276,0.001694156,0.008700524,0.008726312,0.002325835,0.4436982],"category_scores_gemma":[0.01900315,0.005797728,0.003942522,0.003042236,0.001464008,0.01027364,0.008499649,0.008384071,0.5956609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743756,"about_ca_system_score_gemma":0.003161505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353909,"about_ca_topic_score_gemma":0.002135366,"domain_scores_codex":[0.9977673,0.000332099,0.0001966674,0.0005241277,0.0008963853,0.0002834784],"domain_scores_gemma":[0.9950906,0.0009155539,0.0002387694,0.001640455,0.001666724,0.0004479088],"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":[0.0003020251,0.00003422661,0.0004239537,0.0006353958,0.00005363298,0.00009227448,0.000205558,0.0004848828,0.001353768,0.005214724,0.9614907,0.02970891],"study_design_scores_gemma":[0.0001850967,0.00003081708,0.0006293034,0.000232918,0.0000350655,0.0002084863,0.00008298177,0.001602581,0.004724828,0.006726747,0.9853956,0.0001457033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005232389,0.0002822845,0.0505077,0.0006324769,0.0005661809,0.0001147398,0.03513305,0.887522,0.02471821],"genre_scores_gemma":[0.004715507,0.0003831359,0.02622615,0.0005296369,0.0001198767,0.0003078105,0.05789515,0.881538,0.02828467],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4436982,"threshold_uncertainty_score":0.793497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884149383658846,"score_gpt":0.258460558531059,"score_spread":0.2396190646944705,"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."}}