{"id":"W174312964","doi":"10.1007/978-94-007-7164-2_1","title":"What Good Are Mites?","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Study of Mite Species","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Royal Alberta Museum","funders":"","keywords":"Function (biology); Visibility; Aesthetics; Ecology; Environmental ethics; Visual arts; Geography; Art; Biology; Philosophy; Evolutionary 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004286322,0.0002725619,0.0002971686,0.000009206888,0.0001108929,0.0002658253,0.0003377949,0.0002845534,0.09673354],"category_scores_gemma":[0.000007901441,0.0000772405,0.0001893868,0.00002098508,0.000074756,0.0002024285,0.0001505797,0.0001871883,0.009246455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002179492,"about_ca_system_score_gemma":0.000002094939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008103503,"about_ca_topic_score_gemma":0.001202833,"domain_scores_codex":[0.9989463,0.00000631488,0.0001831992,0.0003704767,0.000279144,0.0002145719],"domain_scores_gemma":[0.9994737,0.000131701,0.0001436506,0.00007807792,0.00008179111,0.00009107742],"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":[0.000006600691,0.00004978017,0.0005131185,0.00001476291,0.0001163376,0.00001764964,0.0000571177,6.067297e-8,0.001739754,0.09518438,0.523917,0.3783835],"study_design_scores_gemma":[0.00003172028,0.00008565631,0.008359175,0.00008979236,0.00001370393,0.000003519292,0.0003935554,3.608595e-7,0.00004486393,0.005109897,0.9855644,0.0003033945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00345233,0.001913242,4.315415e-8,0.004425493,0.0005127242,0.0002641121,0.00002078008,0.0001268194,0.9892845],"genre_scores_gemma":[0.001871958,0.001413239,0.00003584483,0.001126861,0.0009089843,0.000007323755,0.00004843935,0.000001664236,0.9945857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4616474,"threshold_uncertainty_score":0.9915249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342296130598061,"score_gpt":0.1941430862813956,"score_spread":0.1599134732215895,"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."}}