{"id":"W7100402959","doi":"","title":"Prepared for: DIAND Environment Directorate","year":2003,"lang":"en","type":"article","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Resource (disambiguation); Ecosystem management; Land use; Resource management (computing); Wildlife; Ecosystem services; Land-use planning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006136365,0.0003622606,0.0002701707,0.0005119577,0.001385826,0.002058529,0.0006879387,0.001790859,0.4771599],"category_scores_gemma":[0.001018406,0.000202226,0.0001874959,0.0005237922,0.0002353792,0.001151949,0.001304599,0.001344802,0.1959331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023665,"about_ca_system_score_gemma":0.00409025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01711399,"about_ca_topic_score_gemma":0.04010784,"domain_scores_codex":[0.9996574,0.00002204569,0.00001949982,0.00006192214,0.0001593893,0.00007969201],"domain_scores_gemma":[0.999358,0.00003726639,0.00002533248,0.0000535567,0.0003651189,0.000160621],"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":[0.00002661937,0.00002294241,0.0004414832,0.00007752935,0.000001333881,0.0001057469,0.00003425794,0.00003466216,0.0004214655,0.001386777,0.9676976,0.02974947],"study_design_scores_gemma":[0.00000354539,0.00000759665,0.0009200682,0.000012351,5.502407e-7,0.00001176161,0.0000482095,0.00001366372,0.00004967248,0.00009121498,0.9988396,0.000001802704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003387283,0.001887308,0.001078938,0.02769753,0.0157944,0.001714908,0.02259368,0.00152807,0.924318],"genre_scores_gemma":[0.002757445,0.000463872,0.0003905415,0.001221234,0.0003314549,0.0001186733,0.002224021,0.0001038969,0.9923888],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5228401,"threshold_uncertainty_score":0.745768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03444216115313211,"score_gpt":0.2072016577191406,"score_spread":0.1727594965660085,"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."}}