{"id":"W6886046130","doi":"10.14288/1.0227970","title":"Resource Overview","year":2012,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forester; Resource (disambiguation); Wildlife; Fish <Actinopterygii>; Resource management (computing); Work (physics)","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":[],"category_scores_codex":[0.001343166,0.0005647342,0.0004265704,0.004062111,0.001834682,0.002271319,0.001953267,0.0007027511,0.4745628],"category_scores_gemma":[0.002712028,0.0004178601,0.0002986205,0.006025058,0.0002223725,0.002365658,0.001548637,0.001119099,0.2387914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619846,"about_ca_system_score_gemma":0.006426129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03675799,"about_ca_topic_score_gemma":0.09757818,"domain_scores_codex":[0.9992766,0.00009034635,0.00005112953,0.000115147,0.0003424832,0.0001243471],"domain_scores_gemma":[0.9981895,0.000154893,0.00007146171,0.0001694357,0.00110551,0.0003091044],"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":[0.00001900627,0.00002213699,0.000232282,0.0001751385,0.000001373835,0.00002652206,0.00005110867,0.00006445073,0.0001367549,0.003300803,0.9089983,0.08697212],"study_design_scores_gemma":[0.00000119012,0.00000261886,0.0003890727,0.00005312263,7.192386e-7,0.00001680399,0.00004087739,0.0000220804,0.0000303062,0.000197499,0.9992435,0.000002358963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001185734,0.001942759,0.005400626,0.002220477,0.0009260107,0.0008029258,0.08318318,0.00200785,0.9023305],"genre_scores_gemma":[0.004085692,0.003352122,0.01191396,0.001120163,0.000220067,0.001026136,0.08636704,0.001178101,0.8907367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4745628,"threshold_uncertainty_score":0.7494724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05872808957054824,"score_gpt":0.3214512108974442,"score_spread":0.2627231213268959,"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."}}