{"id":"W4385312576","doi":"10.59962/9780774865470","title":"From Dismal Swamp to Smiling Farms","year":2021,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swamp; Geography; Biology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003297111,0.0002930382,0.0001570668,0.0004516935,0.00673891,0.003573951,0.00052623,0.001093899,0.01264507],"category_scores_gemma":[0.0005263168,0.0001916157,0.00009772593,0.000698102,0.00601103,0.00300068,0.002660467,0.002879676,0.002975893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797713,"about_ca_system_score_gemma":0.002558255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06191811,"about_ca_topic_score_gemma":0.2909019,"domain_scores_codex":[0.9997141,0.00006280163,0.000004460143,0.0000318171,0.0001003556,0.0000865597],"domain_scores_gemma":[0.9998296,0.00004230235,0.00001138142,0.00001578807,0.00003294595,0.00006801294],"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":[0.00004120652,0.00005267691,0.001196212,0.0001668008,0.000003103333,0.001065409,0.09242357,0.00005636466,0.001531626,0.1090217,0.6792597,0.1151818],"study_design_scores_gemma":[0.000001942246,0.000008508752,0.001340172,0.00008533705,0.000001095535,0.0002808223,0.02693955,0.00001760641,0.0002225457,0.002713743,0.9683846,0.000004144506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04074995,0.01554269,0.0006526985,0.06014501,0.002020357,0.00002622175,0.00009152621,0.000163525,0.880608],"genre_scores_gemma":[0.15839,0.008754186,0.000715429,0.01049333,0.0002456183,0.00002294149,0.00008914924,0.0001536147,0.8211358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06191811,"threshold_uncertainty_score":0.1231154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083006228338262,"score_gpt":0.1514413710773468,"score_spread":0.1406113087939642,"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."}}