{"id":"W6948503420","doi":"10.5281/zenodo.10116153","title":"duecredit/duecredit: 0.9.3","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Toxoplasma gondii Research Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Python (programming language); Software; Troubleshooting; EXPOSE","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":[0.005713121,0.005708107,0.002595177,0.002974682,0.001385842,0.007776408,0.008468783,0.005290377,0.4885129],"category_scores_gemma":[0.02263936,0.005478443,0.004729756,0.001844512,0.001549423,0.007920938,0.007196918,0.007606762,0.5425774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003300345,"about_ca_system_score_gemma":0.003425563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003989622,"about_ca_topic_score_gemma":0.002490642,"domain_scores_codex":[0.9961542,0.000427575,0.0003754725,0.0009598022,0.001372203,0.0007107222],"domain_scores_gemma":[0.9906543,0.002105197,0.0006069812,0.003036087,0.002774293,0.0008231335],"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":[0.0003508416,0.00005932535,0.000483878,0.0007767772,0.00008139139,0.0001152847,0.000162575,0.0003256562,0.001812106,0.002865805,0.9640135,0.02895281],"study_design_scores_gemma":[0.0003230838,0.00005933449,0.001072539,0.0003752666,0.00005634626,0.0003554807,0.00007336781,0.003049883,0.01934449,0.007341438,0.9677203,0.0002285135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0002420261,0.0001360222,0.03136184,0.0002523886,0.000414238,0.0001564613,0.01958292,0.9371122,0.01074204],"genre_scores_gemma":[0.004844041,0.0002243806,0.02255524,0.0007915991,0.0001454552,0.0005250848,0.0391215,0.9009225,0.03087009],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4885129,"threshold_uncertainty_score":0.7295743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190521160710141,"score_gpt":0.251776515128075,"score_spread":0.2198713035209736,"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."}}