{"id":"W4365479420","doi":"10.1017/s0022149x2300010x","title":"Major drivers of biodiversity loss and their impacts on helminth parasite populations and communities","year":2023,"lang":"en","type":"review","venue":"Journal of Helminthology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Biology; Biodiversity; Parasite hosting; Helminths; Ecology; Zoology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003318747,0.000216536,0.0009150315,0.0002729947,0.0001962005,0.0000111477,0.0002272335,0.0002544642,0.0002097664],"category_scores_gemma":[0.00006808865,0.0001514534,0.0001998442,0.0001353183,0.0008054886,0.0001226401,0.000214659,0.0005178371,0.0001019532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008510632,"about_ca_system_score_gemma":0.00002441739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001674354,"about_ca_topic_score_gemma":0.0003564495,"domain_scores_codex":[0.9988115,0.0003331648,0.0004703313,0.0001266525,0.00008234088,0.0001759613],"domain_scores_gemma":[0.9984235,0.0005245091,0.0007571302,0.0001733219,0.00002064729,0.0001009611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003296474,0.0005899834,0.3682904,0.002797819,0.001725465,0.0005505789,0.007747239,0.00004345033,0.0001062266,0.0006962381,0.007499245,0.6096237],"study_design_scores_gemma":[0.0007386576,0.001818414,0.2520091,0.004325503,0.001405655,0.00642832,0.002113939,0.000005797769,0.00003171011,0.0007100932,0.7297909,0.0006219402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4228814,0.5745093,0.00002858176,0.0003463624,0.0007644272,0.0003120106,0.000473913,0.00001798498,0.0006660781],"genre_scores_gemma":[0.01488875,0.9846703,0.0001257928,0.00006232932,0.00003392283,0.000001808149,0.00002402946,0.000009323248,0.0001837569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7222916,"threshold_uncertainty_score":0.617609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09080481841026429,"score_gpt":0.3895768491466619,"score_spread":0.2987720307363976,"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."}}