{"id":"W4238299030","doi":"10.1126/science.305.5690.1543c","title":"IMAGES: Protozoans on Parade","year":2004,"lang":"en","type":"article","venue":"Science","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parade; Biology; Zoology; Geography; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001420094,0.0008469461,0.0004411718,0.001929298,0.001520752,0.002636187,0.000818725,0.0007710066,0.6232176],"category_scores_gemma":[0.0007042889,0.0004118031,0.0004470788,0.002358268,0.0003010033,0.001539869,0.001214477,0.001186969,0.2181671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252995,"about_ca_system_score_gemma":0.0008448005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0649011,"about_ca_topic_score_gemma":0.2042038,"domain_scores_codex":[0.9999183,0.000003962435,0.000001766509,0.00001050981,0.00003813893,0.00002720937],"domain_scores_gemma":[0.9994658,0.00005607044,0.0000210191,0.00004837688,0.0001915641,0.0002172075],"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":[0.00002965634,0.00000808113,0.0001293491,0.00006967629,0.000002453932,0.0000608851,0.00004185961,0.00003349612,0.0003041087,0.0003531425,0.9884855,0.01048181],"study_design_scores_gemma":[0.00001418577,0.000007697982,0.002355432,0.00007449306,0.000004833804,0.0001127906,0.0001633119,0.0001090601,0.0002313769,0.0003165196,0.9966003,0.000009984508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003233314,0.002223091,0.001962813,0.003864563,0.005416061,0.0002759597,0.1077606,0.01165461,0.8636089],"genre_scores_gemma":[0.02063568,0.002841207,0.005106823,0.001913158,0.001250337,0.0001275033,0.05787059,0.004242283,0.9060124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6232176,"threshold_uncertainty_score":0.5374343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044308273382168,"score_gpt":0.279091487752078,"score_spread":0.2686484050182563,"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."}}