{"id":"W6894198325","doi":"10.5281/zenodo.7876311","title":"bird-house/birdy: v0.8.2","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Dependency (UML); Argument (complex analysis); Frame (networking); Relation (database)","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":[0.001830941,0.003410373,0.001657718,0.00205043,0.001194203,0.004715714,0.005781461,0.003480388,0.6682448],"category_scores_gemma":[0.005837334,0.00310937,0.001818149,0.001422546,0.00107442,0.0069669,0.005509658,0.00336386,0.6514311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825254,"about_ca_system_score_gemma":0.001524418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008167934,"about_ca_topic_score_gemma":0.01312618,"domain_scores_codex":[0.9989097,0.00014153,0.0000857127,0.0002434566,0.0004087896,0.0002107898],"domain_scores_gemma":[0.9983366,0.0003921038,0.00006996616,0.0006478212,0.0003953218,0.0001581206],"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":[0.0001451248,0.00002235388,0.0002438239,0.0003720004,0.00001762199,0.00006279791,0.0000703397,0.0001041688,0.0007122025,0.001848061,0.9820563,0.01434514],"study_design_scores_gemma":[0.0001634247,0.00003018382,0.0006944558,0.0001247433,0.00001861742,0.000230434,0.00004973022,0.0005916264,0.003949666,0.0047261,0.9893528,0.00006813384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001043614,0.0005800982,0.01973681,0.000838862,0.0009684975,0.0002176694,0.09889543,0.7587315,0.1189875],"genre_scores_gemma":[0.01527783,0.000477903,0.01963728,0.001640252,0.0002080789,0.0005072461,0.1551825,0.7017057,0.1053631],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6682448,"threshold_uncertainty_score":0.4732085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05590352338017604,"score_gpt":0.2779083220421196,"score_spread":0.2220047986619435,"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."}}