{"id":"W6911256596","doi":"10.5281/zenodo.10794602","title":"ModularBuildingPy","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Documentation; Modular design; Work (physics); Frame (networking)","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":[0.0007487615,0.002232747,0.001176727,0.0009675942,0.000668595,0.00209612,0.004004673,0.001098421,0.1428538],"category_scores_gemma":[0.002577197,0.001462373,0.002004991,0.001127252,0.0006718142,0.003109635,0.003503948,0.002691603,0.09100107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800038,"about_ca_system_score_gemma":0.001187251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377149,"about_ca_topic_score_gemma":0.004353608,"domain_scores_codex":[0.9993615,0.00006975495,0.0000380571,0.0000940905,0.0003071171,0.0001295789],"domain_scores_gemma":[0.9993693,0.0001949461,0.00004068216,0.0001585908,0.0001662047,0.00007035921],"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":[0.0002768466,0.0001237913,0.001725077,0.001416451,0.0001256388,0.0002354695,0.000307825,0.03089739,0.00868141,0.029791,0.8307785,0.09564052],"study_design_scores_gemma":[0.0002555593,0.00004748075,0.001530526,0.0002626154,0.00005649389,0.0003669446,0.00009290102,0.1517942,0.01408666,0.04271632,0.7886544,0.0001357642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003215993,0.0003785241,0.3831579,0.0002654283,0.0002417458,0.0001580675,0.03589154,0.5366214,0.04006947],"genre_scores_gemma":[0.07684536,0.001249971,0.3098793,0.001003491,0.0001552028,0.001383034,0.1275362,0.4172438,0.0647037],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1428538,"threshold_uncertainty_score":0.4778935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374382510368677,"score_gpt":0.2607395928358067,"score_spread":0.2269957677321199,"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."}}