{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01372494,0.001006296,0.0008411161,0.003838439,0.008331247,0.01034323,0.00403687,0.01510151,0.04792417],"category_scores_gemma":[0.03428338,0.0009977629,0.0008324903,0.003853026,0.001559587,0.003609023,0.006369114,0.007415127,0.04013305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128165,"about_ca_system_score_gemma":0.05225223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1409954,"about_ca_topic_score_gemma":0.1318352,"domain_scores_codex":[0.9740347,0.001628579,0.001124003,0.001434041,0.01777622,0.004002396],"domain_scores_gemma":[0.9560983,0.003705103,0.00289271,0.003616305,0.02563427,0.008053261],"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":[0.00001187453,0.00002003909,0.0003588135,0.00005004898,0.000001677631,0.0001068024,0.0001306169,0.00002792764,0.0001042281,0.00136996,0.9922193,0.005598633],"study_design_scores_gemma":[0.000003643155,0.00001175674,0.002037153,0.0001067311,0.000003426696,0.00005290833,0.0002572279,0.00002788996,0.0001149468,0.00022422,0.99714,0.0000200843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009663369,0.01809827,0.004452691,0.3266175,0.07225951,0.004649473,0.02504501,0.002529647,0.5366845],"genre_scores_gemma":[0.03466489,0.01319184,0.007072326,0.1256267,0.01236483,0.003657572,0.0221751,0.002241273,0.7790055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1409954,"threshold_uncertainty_score":0.2803494,"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."}}