{"id":"W2278290025","doi":"","title":"Preservation of Agricultural Lands Society (PALS) fonds 1981-2018, n.d.","year":2016,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University","keywords":"Agriculture; Agricultural development; Political science; Executive branch; Public administration; Business; Law; Geography; Politics; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000003352537,0.0002074066,0.0002245386,0.00004467211,0.0002692288,0.00005073211,0.0005342489,0.0002005953,0.00001104702],"category_scores_gemma":[0.00002414458,0.00009983597,0.0003768958,0.0006102484,0.0001247073,0.001334199,0.0003064035,0.00009674334,0.00001670578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140797,"about_ca_system_score_gemma":0.00002955488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001615066,"about_ca_topic_score_gemma":0.0005347717,"domain_scores_codex":[0.9987918,0.00005339416,0.0001645612,0.0003768758,0.0003131968,0.0003001861],"domain_scores_gemma":[0.9990882,0.0001648969,0.0002006464,0.0001148662,0.0002437788,0.0001876581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002170811,0.0001867399,0.299966,0.0000185838,0.0001245355,0.00001599653,0.00002153865,0.00001364131,0.6759139,0.0003088292,0.02108519,0.002127999],"study_design_scores_gemma":[0.001568547,0.0006340527,0.8387541,0.0001186617,0.0001490914,0.00004959882,0.0105122,0.00001590905,0.01144193,0.0001322972,0.1358051,0.0008185012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792684,0.00001667969,0.0000528146,0.00002484351,0.0001121335,0.000123227,0.0001376276,0.000146353,0.02011788],"genre_scores_gemma":[0.7713258,0.00003478978,0.00002704637,0.00001355763,0.00007733457,7.418031e-8,0.00004414993,0.000001616772,0.2284756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6644719,"threshold_uncertainty_score":0.4071192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112519956599287,"score_gpt":0.1657243820828467,"score_spread":0.154472386422918,"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."}}