{"id":"W2166181832","doi":"10.1016/j.geoderma.2013.10.016","title":"The joy of teaching soil science","year":2013,"lang":"en","type":"article","venue":"Geoderma","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Wonder; Subject (documents); Class (philosophy); Sociology; Mathematics education; Set (abstract data type); Teaching method; Engineering ethics; Earth science; Pedagogy; Soil science; Engineering; Psychology; Computer science; Geology; Library science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005746829,0.0008060464,0.0008257858,0.000939362,0.004299308,0.006840982,0.0009414784,0.004159991,0.0199351],"category_scores_gemma":[0.01623926,0.0002746764,0.0004886853,0.0006772691,0.008249948,0.006056861,0.00597222,0.01536005,0.009097898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604785,"about_ca_system_score_gemma":0.006006505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002858201,"about_ca_topic_score_gemma":0.008229218,"domain_scores_codex":[0.9950836,0.001940708,0.0001261227,0.0003823125,0.001891344,0.0005759972],"domain_scores_gemma":[0.9798234,0.003692056,0.0009163196,0.0009511247,0.002242362,0.01237466],"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":[0.00008036989,0.00009237945,0.0007418351,0.0001520811,0.00002628469,0.0002216275,0.002802654,0.0001776574,0.001037511,0.09100944,0.8598995,0.04375862],"study_design_scores_gemma":[0.00001740561,0.00003074028,0.0006628626,0.0001731055,0.00000607173,0.000314454,0.002038324,0.0001215359,0.0002014016,0.03064713,0.9657701,0.00001674828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003238559,0.03174541,0.002498822,0.813916,0.06459063,0.00001170863,0.0001069586,0.0001957326,0.08369624],"genre_scores_gemma":[0.1653251,0.0271419,0.004857467,0.4316549,0.05719205,0.00007830196,0.0000925033,0.0005213031,0.3131363],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0199351,"threshold_uncertainty_score":0.06668955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008867055748757891,"score_gpt":0.2040773246341947,"score_spread":0.1952102688854368,"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."}}