{"id":"W6950333598","doi":"10.5281/zenodo.3376573","title":"speckleworks/SpeckleCore: SpeckleCore","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Base (topology); Frame (networking); Process (computing); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.001390067,0.00244343,0.001544445,0.002040793,0.0008410572,0.00365245,0.004322299,0.002273416,0.2564485],"category_scores_gemma":[0.002740726,0.001721625,0.001119839,0.001687062,0.0007486587,0.004127201,0.004205276,0.002259531,0.271482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259934,"about_ca_system_score_gemma":0.001008063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660443,"about_ca_topic_score_gemma":0.004205763,"domain_scores_codex":[0.9988575,0.00006650943,0.00006427911,0.0002362425,0.0005909436,0.0001845542],"domain_scores_gemma":[0.998746,0.0001649262,0.00006687597,0.0004737333,0.0003508562,0.0001975411],"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":[0.0003526194,0.00007477475,0.000333222,0.0002544608,0.00003436588,0.00008454952,0.00006302457,0.0007158288,0.006144258,0.01274836,0.9052616,0.07393294],"study_design_scores_gemma":[0.0003965634,0.00005822274,0.0009736902,0.0001397809,0.00003670742,0.0003031876,0.0000411342,0.0236242,0.03035155,0.02509487,0.9187965,0.0001835145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002231785,0.0004301206,0.2019408,0.0004720813,0.0004306248,0.0002638831,0.03790492,0.6157757,0.1405502],"genre_scores_gemma":[0.04669458,0.0007477352,0.1081418,0.001336616,0.0005245471,0.0009766443,0.1865565,0.3944046,0.260617],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2564485,"threshold_uncertainty_score":0.8579058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022178236952136,"score_gpt":0.2436863054122864,"score_spread":0.2134645230427651,"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."}}