{"id":"W3100536010","doi":"10.1353/asa.2020.0046","title":"The Parasitology Unbound Collective: Commission Report","year":2020,"lang":"en","type":"article","venue":"ASAP/journal","topic":"Toxoplasma gondii Research Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Timeline; Commission; Library science; Political science; Scholarship; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007504251,0.0001488533,0.0002624886,0.00005043267,0.0026136,0.000107352,0.0004461256,0.0001587396,0.0002965109],"category_scores_gemma":[0.001818399,0.00008933389,0.0001207825,0.0002040211,0.0005291001,0.00008811423,0.0002059128,0.001340843,0.000481628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011932,"about_ca_system_score_gemma":0.00043698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000670203,"about_ca_topic_score_gemma":0.00001127433,"domain_scores_codex":[0.9983332,0.000466872,0.0003989034,0.0001940967,0.00009088187,0.0005160292],"domain_scores_gemma":[0.9986526,0.000576427,0.0002525681,0.0001885001,0.0002342291,0.00009569986],"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":[0.0007266552,0.00007123627,0.02520626,0.000006472149,0.0008486498,0.001989691,0.001801941,0.000008154087,0.03581963,0.0005516518,0.9264227,0.00654693],"study_design_scores_gemma":[0.001100408,0.0004678711,0.02155975,0.00001086588,0.00003082644,0.02172253,0.0008871368,0.000003219649,0.009249331,0.001317235,0.9435236,0.0001272448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973843,0.02666667,0.001160515,0.1187772,0.007059287,0.0006768568,0.00001912856,0.0001840774,0.04807196],"genre_scores_gemma":[0.9763157,0.0008480535,0.0001069039,0.0003769357,0.0003514492,0.00001129047,0.00000659996,0.00001978684,0.02196322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789315,"threshold_uncertainty_score":0.9986849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993423101034455,"score_gpt":0.3295656870285809,"score_spread":0.2996314560182364,"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."}}