{"id":"W2938749575","doi":"10.1098/rsbl.2019.0058","title":"Facultative parasites as evolutionary stepping-stones towards parasitic lifestyles","year":2019,"lang":"en","type":"article","venue":"Biology Letters","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Facultative; Obligate; Biology; Parasitism; Obligate parasite; Evolutionary biology; Ecology; Zoology; Host (biology)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000127237,0.0001861451,0.0001946782,0.00005267525,0.0001646749,0.000009683613,0.0002369451,0.0001509543,0.00396903],"category_scores_gemma":[0.00007108738,0.0001567888,0.00008857401,0.0001198493,0.0004766047,0.0001777636,0.00007148366,0.0001918338,0.01782661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196749,"about_ca_system_score_gemma":0.00001488397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004494684,"about_ca_topic_score_gemma":0.0000239756,"domain_scores_codex":[0.9987783,0.0001768324,0.0001858668,0.0004212278,0.00008131577,0.0003564779],"domain_scores_gemma":[0.9994052,0.0002221892,0.00008968703,0.0001964096,0.00000847982,0.00007803604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003644869,0.00004300855,0.7990154,0.000001763527,0.00004589712,0.000008185311,0.0002031393,0.0000918035,0.196881,0.0002840519,0.002376754,0.001012488],"study_design_scores_gemma":[0.000212308,0.0001393292,0.9673003,0.000008215177,0.00001690622,0.0000764761,0.00007968998,0.00004098834,0.002640094,0.0002654163,0.02899518,0.0002251205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987054,0.00008289331,0.0002544812,0.003644084,0.0004855038,0.0002151623,0.00003276987,0.00007734805,0.008153691],"genre_scores_gemma":[0.9921141,0.00001863274,0.0004277289,0.005441278,0.00007167779,0.00003788974,0.00008899062,0.000009483624,0.001790225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942409,"threshold_uncertainty_score":0.9969415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146998520386492,"score_gpt":0.3214542509340959,"score_spread":0.309984265730231,"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."}}