{"id":"W1973103471","doi":"10.1890/0012-9623(2007)88[95:pftfs]2.0.co;2","title":"Preparing for the Field Season","year":2007,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field (mathematics); Field trip; History; Archaeology; Ecology; Sociology; Library science; Computer science; Political science; Law; Mathematics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007147653,0.001153063,0.0007539393,0.002007476,0.005279824,0.005715999,0.002101697,0.003271452,0.1626268],"category_scores_gemma":[0.02059785,0.0008762067,0.000871315,0.0006775118,0.001001839,0.004184962,0.004596963,0.007200292,0.1260634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814579,"about_ca_system_score_gemma":0.006993645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689706,"about_ca_topic_score_gemma":0.007152369,"domain_scores_codex":[0.9973196,0.0005268257,0.0002061404,0.0004109698,0.0009999275,0.0005364608],"domain_scores_gemma":[0.9712355,0.001788577,0.001303352,0.001481297,0.01347914,0.01071217],"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":[0.00001883058,0.00001318396,0.00008688535,0.00003431654,0.000001284511,0.00008779574,0.00005351778,0.00001181921,0.0002128247,0.0002361079,0.9880014,0.01124205],"study_design_scores_gemma":[0.0000117047,0.00003255996,0.0005563458,0.00006343019,0.000001669433,0.0001122144,0.0003550216,0.00003285895,0.0001207915,0.0004739418,0.9982284,0.00001127967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001456488,0.002983071,0.006209919,0.1135087,0.8118634,0.001484818,0.001293842,0.001998356,0.05920144],"genre_scores_gemma":[0.01821808,0.005174383,0.01972824,0.1068856,0.274272,0.002404707,0.003862923,0.002790998,0.5666631],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1626268,"threshold_uncertainty_score":0.544041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007895108589744477,"score_gpt":0.2297494390912649,"score_spread":0.2218543305015204,"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."}}