{"id":"W4249714084","doi":"10.1016/j.vetpar.2004.09.010","title":"Preface","year":2004,"lang":"en","type":"article","venue":"Veterinary Parasitology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Biology; Computational biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001100134,0.0007780986,0.0005155838,0.002792453,0.002130008,0.001866848,0.0009599133,0.0006932922,0.375144],"category_scores_gemma":[0.008808186,0.0001857022,0.000464827,0.001493033,0.0003760555,0.001475318,0.001459243,0.002076582,0.2055132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300429,"about_ca_system_score_gemma":0.00151952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005857444,"about_ca_topic_score_gemma":0.006866161,"domain_scores_codex":[0.9995425,0.00006622631,0.00003558958,0.00006612685,0.0002516556,0.00003797563],"domain_scores_gemma":[0.9948018,0.0007625161,0.0001757064,0.0004187977,0.003251958,0.000589274],"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":[0.00003003496,0.00001850921,0.0000962488,0.00007956965,0.00000154019,0.00005350323,0.00003948996,0.00003641887,0.0001443746,0.001757264,0.9626902,0.03505289],"study_design_scores_gemma":[0.000003175449,0.00001113657,0.0004182514,0.00007695839,0.000001643612,0.00004127858,0.00004778391,0.00002345541,0.0001082669,0.001173654,0.9980912,0.000003270782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002058172,0.01200633,0.005746145,0.03087251,0.4087057,0.0008179857,0.01255735,0.001199343,0.5260365],"genre_scores_gemma":[0.006420952,0.004346212,0.001939169,0.005482612,0.03492639,0.0002463225,0.006223249,0.0004471039,0.9399681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.624856,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04607330341518088,"score_gpt":0.3622748483831685,"score_spread":0.3162015449679876,"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."}}