{"id":"W1967868004","doi":"10.1080/14888386.2012.659443","title":"The new Noah's Ark: beautiful and useful species only. Part 2. The chosen species","year":2012,"lang":"en","type":"article","venue":"Biodiversity","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Geography; Zoology; Biology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005193942,0.0006319318,0.0004697969,0.0005943219,0.002699036,0.002918403,0.0007040412,0.002178554,0.2364937],"category_scores_gemma":[0.001354835,0.0003211878,0.0002725768,0.0006150455,0.001176298,0.00307327,0.003687906,0.002586973,0.1314466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007552037,"about_ca_system_score_gemma":0.0009986983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003516537,"about_ca_topic_score_gemma":0.01219502,"domain_scores_codex":[0.9995777,0.00006706239,0.00002281844,0.00008413882,0.0001814372,0.0000669002],"domain_scores_gemma":[0.9994216,0.00007264063,0.00003756741,0.00005812442,0.0001698317,0.0002403662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000027595,0.00002667147,0.0002410236,0.000172365,0.0000020067,0.00007758113,0.0002253954,0.00002091863,0.000688894,0.006285637,0.9240038,0.06822813],"study_design_scores_gemma":[0.000001840483,0.000006893348,0.0006425289,0.00006373363,6.043479e-7,0.00008155659,0.00008345507,0.000007608971,0.00003449732,0.0003287731,0.9987457,0.000002754284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002848299,0.02271679,0.0005367486,0.02415761,0.04480881,0.0001462622,0.001649006,0.0003636308,0.9027728],"genre_scores_gemma":[0.005992717,0.003944173,0.000462938,0.009263079,0.003115631,0.0001218001,0.0004777774,0.0002007874,0.9764212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2364937,"threshold_uncertainty_score":0.7911502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658319307225021,"score_gpt":0.1622856810293926,"score_spread":0.1357024879571423,"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."}}