{"id":"W7008901995","doi":"","title":"Department of Land Resource Science and the Ontario Institute of Pedology Progress Report 1979","year":2010,"lang":"en","type":"report","venue":"The Atrium (University of Guelph)","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Resource (disambiguation); Pedology; Service (business); Land use","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001740365,0.0001558615,0.0005646519,0.0001159561,0.0002154354,0.000005869029,0.0005517695,0.0001367067,0.00001095046],"category_scores_gemma":[0.0001425295,0.0001093446,0.000125342,0.0002267905,0.004230347,0.00007702191,0.00044141,0.00036234,4.761869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389107,"about_ca_system_score_gemma":0.0005836709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01908141,"about_ca_topic_score_gemma":0.336291,"domain_scores_codex":[0.9987101,0.00002917655,0.0002579167,0.0002120029,0.000605737,0.0001850647],"domain_scores_gemma":[0.9984389,0.00009710151,0.0003377267,0.0006308981,0.0004558853,0.00003948065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706482,0.0003708289,0.8849362,0.005089684,0.003439885,0.0005090541,0.05801394,0.001103789,0.003802675,0.0012243,0.01861536,0.02118787],"study_design_scores_gemma":[0.0006433784,0.00006639498,0.7437773,0.00006591107,0.0004181023,0.0001307558,0.0005907005,0.000039881,0.00008462752,0.00008341322,0.2539506,0.0001488711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840372,0.001701779,0.00003042085,0.0004074482,0.0004770457,0.0004175754,0.00003684576,0.00002874867,0.01286291],"genre_scores_gemma":[0.9985898,0.000225085,0.0002075164,0.000001006261,0.00004189472,6.691033e-7,0.00001197207,0.000007651901,0.0009143984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3172096,"threshold_uncertainty_score":0.9984795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172715568083982,"score_gpt":0.2264468913341379,"score_spread":0.204719735653298,"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."}}