{"id":"W4234630607","doi":"10.1002/csp2.1","title":"A vision for documenting and sharing knowledge in conservation","year":2018,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wildlife Conservation Society Canada; Entrust (Canada)","funders":"","keywords":"Computer science; Knowledge management","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":[],"consensus_categories":[],"category_scores_codex":[0.002983593,0.00007846754,0.00009735693,0.000178812,0.0009728863,0.0005681821,0.00008949442,0.00002196767,0.00002843791],"category_scores_gemma":[0.002420649,0.00007257251,0.000009578021,0.0002045124,0.0008624256,0.002339697,0.0001075855,0.000053147,0.0000041909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003068224,"about_ca_system_score_gemma":0.00009729026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005616139,"about_ca_topic_score_gemma":0.002174769,"domain_scores_codex":[0.9991513,0.00003158784,0.0002319951,0.0002818891,0.0001452885,0.0001578968],"domain_scores_gemma":[0.9976532,0.0008508664,0.0001371242,0.0001040421,0.001220644,0.0000340649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001661127,0.00006977258,0.01428333,0.00008395734,0.000009987614,7.318252e-7,0.04998491,5.185825e-8,0.003254161,0.8890046,0.01078344,0.03235892],"study_design_scores_gemma":[0.0004128859,0.0001719581,0.01484442,0.00007930168,0.00001557334,0.000006126878,0.008879707,0.00832087,0.0002507887,0.006460741,0.9604079,0.0001497532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776018,0.00046253,0.001119691,0.04780081,0.0003631451,0.0007138344,0.000005436098,0.0001012488,0.0718315],"genre_scores_gemma":[0.9886904,0.0001267476,0.002962632,0.006193603,0.0001662678,0.00007110819,0.000002788688,0.000006982792,0.001779439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9496244,"threshold_uncertainty_score":0.7482753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282643648955199,"score_gpt":0.4029795720413647,"score_spread":0.2747152071458448,"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."}}