{"id":"W2527340415","doi":"10.1007/978-94-007-6173-5_15-4","title":"Prairie Pothole Region of North America","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ducks Unlimited Canada","funders":"","keywords":"Pothole (geology); Geography; Physical geography; Environmental science; Geology; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000352452,0.00016306,0.0002396761,0.00002153106,0.00005946597,0.000003679741,0.0001744182,0.00007847494,0.001856919],"category_scores_gemma":[0.000005308308,0.00009720406,0.0001008066,0.00001364381,0.0007381932,0.00003894321,0.0002955164,0.00008018484,0.001784751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004195578,"about_ca_system_score_gemma":0.000003131164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009864328,"about_ca_topic_score_gemma":0.0003230608,"domain_scores_codex":[0.9991652,0.00001115162,0.0002060365,0.0002393618,0.0002406094,0.0001376833],"domain_scores_gemma":[0.999489,0.00003141145,0.0001709913,0.0002585835,0.00000550227,0.00004450529],"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":[0.000141583,0.0001601333,0.02808912,0.0002560451,0.0004678166,0.0001532545,0.003796272,0.0001019863,0.0001255357,0.02962658,0.5965499,0.3405318],"study_design_scores_gemma":[0.0000667226,0.00006358247,0.002694852,0.00003935155,0.00001746618,0.000003404188,0.000009309093,5.500627e-7,0.00003233738,0.002981949,0.9939196,0.0001708493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000502845,0.00005196913,0.0002682332,0.001083724,0.00004463521,0.0001049399,0.00001959302,0.00002861492,0.9978954],"genre_scores_gemma":[0.006793487,0.0001479758,0.0001618968,0.0002372044,0.00005296282,0.000002246155,0.000005664646,0.00001630997,0.9925823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3973697,"threshold_uncertainty_score":0.9990555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355625952911833,"score_gpt":0.21302250564265,"score_spread":0.1694662461135316,"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."}}