{"id":"W1820453237","doi":"10.1111/cobi.12080","title":"How Good Science and Stories Can Go Hand‐In‐Hand","year":2013,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"University of Washington; David and Lucile Packard Foundation","keywords":"National Museum of Natural History; Art history; Art; Natural history; Humanities; Library science; Environmental ethics; Ecology; Philosophy; Biology; Computer science","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":[0.02024658,0.001410909,0.001269153,0.00314397,0.01325204,0.02750017,0.002658914,0.01438171,0.03839447],"category_scores_gemma":[0.07921629,0.0009367959,0.0008310358,0.001882961,0.05172321,0.05964068,0.01882759,0.01969334,0.009322617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004862925,"about_ca_system_score_gemma":0.008251767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006260559,"about_ca_topic_score_gemma":0.01075254,"domain_scores_codex":[0.9812518,0.01063406,0.0005388658,0.0009533096,0.004961093,0.00166074],"domain_scores_gemma":[0.942197,0.03722109,0.002363662,0.00554857,0.005452554,0.007217185],"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":[0.00006853889,0.00009450892,0.001036442,0.000625068,0.0001018445,0.0006098461,0.0216325,0.0004087467,0.000288277,0.3973055,0.4930988,0.08472987],"study_design_scores_gemma":[0.00001985265,0.0000212444,0.000272621,0.0005298004,0.00002502204,0.000235422,0.01378221,0.0001263504,0.0002009322,0.3867967,0.5979474,0.00004246232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002666043,0.01968742,0.005887312,0.8316191,0.01442552,0.00004143241,0.0001242891,0.0002389955,0.1253099],"genre_scores_gemma":[0.3534225,0.03307914,0.01422514,0.436893,0.02050046,0.0004152055,0.0003131658,0.001121628,0.1400297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03839447,"threshold_uncertainty_score":0.1284423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402152749372529,"score_gpt":0.2455187267761963,"score_spread":0.211497199282471,"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."}}