{"id":"W4239444210","doi":"10.1890/0012-9658-96.12.e3","title":"Ad Hoc Editors of Manuscripts","year":2015,"lang":"la","type":"article","venue":"Ecology","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Art history; Environmental ethics; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.02366368,0.003882158,0.003796294,0.009344703,0.00638127,0.0313005,0.005298484,0.005312707,0.5168601],"category_scores_gemma":[0.1644806,0.002027582,0.002260754,0.0064885,0.003184411,0.01214814,0.007581327,0.007316573,0.5992515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003669483,"about_ca_system_score_gemma":0.01125279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004251133,"about_ca_topic_score_gemma":0.0013213,"domain_scores_codex":[0.965031,0.005631295,0.005249129,0.004574862,0.01745763,0.002056108],"domain_scores_gemma":[0.7804863,0.0220155,0.01816995,0.01890778,0.1302076,0.0302128],"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":[0.00005570102,0.00001610296,0.0001392445,0.0003282659,0.00001226535,0.00009117659,0.00009075559,0.00002525338,0.0002619611,0.0007002692,0.9646255,0.03365359],"study_design_scores_gemma":[0.00001688323,0.00002085327,0.0001196277,0.0001409091,0.000006054555,0.0001001202,0.0001317072,0.00004547403,0.0001315943,0.0006027599,0.9986699,0.0000142113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00105494,0.01044924,0.004675646,0.03481722,0.7849503,0.001618218,0.002412828,0.004519708,0.1555019],"genre_scores_gemma":[0.004991055,0.008011132,0.004566943,0.01331648,0.230866,0.001490805,0.001980347,0.003487275,0.73129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5168601,"threshold_uncertainty_score":0.6891404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04582935431851487,"score_gpt":0.218459133038055,"score_spread":0.1726297787195401,"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."}}