{"id":"W6930981167","doi":"10.5281/zenodo.15844377","title":"pysal/pysal: v25.7rc1","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"","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":[0.002297979,0.002044172,0.001353372,0.001703857,0.0008696507,0.005359095,0.004165411,0.002580338,0.7314509],"category_scores_gemma":[0.007601973,0.001415447,0.00103126,0.001149428,0.001055248,0.002850132,0.004029367,0.002184437,0.8080636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343823,"about_ca_system_score_gemma":0.001311807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00464356,"about_ca_topic_score_gemma":0.003481803,"domain_scores_codex":[0.9984693,0.000254012,0.0001265073,0.0002435949,0.0006380276,0.0002685536],"domain_scores_gemma":[0.9973757,0.000549684,0.000143552,0.0007213301,0.0007002348,0.0005096159],"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":[0.0005173504,0.00003997637,0.0002423685,0.0002482597,0.00001704964,0.00009214433,0.00004777869,0.0005072406,0.001426844,0.003777877,0.9592395,0.03384352],"study_design_scores_gemma":[0.0002075311,0.00007484955,0.0003772267,0.00008331719,0.000009204496,0.000176208,0.00001892625,0.0008198208,0.002707168,0.00346148,0.9920203,0.00004394915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.002084255,0.00101014,0.04029281,0.001678708,0.0013967,0.0005583688,0.1316551,0.3684431,0.4528809],"genre_scores_gemma":[0.01840694,0.000751881,0.01525789,0.001809642,0.0006816417,0.0006585788,0.2153992,0.3028457,0.4441884],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.7314509,"threshold_uncertainty_score":0.3830527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420201795131425,"score_gpt":0.2692838495992032,"score_spread":0.2450818316478889,"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."}}