{"id":"W4406488160","doi":"10.1016/s0967-0653(97)86348-x","title":"10.1016/s0967-0653(97)86348-x","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Field (mathematics); Ecology; Distribution (mathematics); Biology; Geography; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008498786,0.002681846,0.002116715,0.001583982,0.001329506,0.00257573,0.003462105,0.004715752,0.9491978],"category_scores_gemma":[0.001015675,0.000687801,0.001097742,0.002541833,0.001623346,0.004540233,0.002279813,0.002614373,0.9726143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008986117,"about_ca_system_score_gemma":0.0009109058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003650816,"about_ca_topic_score_gemma":0.003509937,"domain_scores_codex":[0.9996562,0.00002617396,0.00002991256,0.0001114736,0.00009904719,0.00007721642],"domain_scores_gemma":[0.9989616,0.0002956048,0.0001011375,0.00009785061,0.0002220422,0.0003217468],"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":[0.0002079566,0.0001011322,0.0002039472,0.001239258,0.000024991,0.0001678069,0.00005188445,0.0002724272,0.00114913,0.004632897,0.2308666,0.761082],"study_design_scores_gemma":[0.00003340723,0.00006407857,0.0002747596,0.0004514413,0.000009129702,0.0003501363,0.00003898846,0.00004548225,0.0001393895,0.0005219608,0.9980599,0.00001125541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004639592,0.01076463,0.001016018,0.0009255247,0.001088809,0.0001204483,0.0007233187,0.0006493576,0.9842479],"genre_scores_gemma":[0.0006327611,0.004258469,0.0006540217,0.0005503357,0.0002278916,0.00008587822,0.0003800211,0.00009993362,0.9931107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05080217,"threshold_uncertainty_score":0.07246315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188659318021156,"score_gpt":0.2853744915134339,"score_spread":0.2634878983332223,"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."}}