{"id":"W6894120581","doi":"10.5281/zenodo.6685218","title":"morfeus v0.8.0","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Field (mathematics); Work (physics); Point (geometry)","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":[0.002427674,0.003211241,0.001664,0.002628461,0.001045358,0.005288525,0.006860392,0.002903065,0.470351],"category_scores_gemma":[0.009322463,0.003700392,0.002077691,0.00178764,0.001086162,0.006751561,0.004864132,0.004205102,0.6454313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323934,"about_ca_system_score_gemma":0.001758681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007153066,"about_ca_topic_score_gemma":0.004598456,"domain_scores_codex":[0.9977375,0.0002884137,0.0001687185,0.00043483,0.00100534,0.0003650892],"domain_scores_gemma":[0.9972621,0.0003689592,0.0001142647,0.001216973,0.0008268692,0.0002108477],"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":[0.0001745487,0.00002688126,0.0002712396,0.0003555242,0.00001968921,0.00004770294,0.00008744326,0.0002309146,0.001122186,0.003662866,0.9555747,0.03842631],"study_design_scores_gemma":[0.00004945331,0.00001727904,0.0003072642,0.0000798897,0.00001060963,0.000108955,0.00001517189,0.0004823446,0.002831612,0.002200163,0.9938492,0.00004815928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005860123,0.0004104821,0.0299405,0.0003802926,0.0005882318,0.0001663697,0.03036771,0.8532185,0.08434199],"genre_scores_gemma":[0.007219601,0.0004469728,0.01922832,0.0008817299,0.0001978695,0.0003592949,0.08002847,0.7436473,0.1479905],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.470351,"threshold_uncertainty_score":0.7554801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767973792324665,"score_gpt":0.2533793967330273,"score_spread":0.2256996588097806,"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."}}