{"id":"W4406637569","doi":"10.1016/b978-0-7216-0615-6.50036-9","title":"10.1016/b978-0-7216-0615-6.50036-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Water Resources and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Differential (mechanical device); Differential diagnosis; Medicine; Physics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008571359,0.002099081,0.00139409,0.001681752,0.001304733,0.004431402,0.00283166,0.004178447,0.9794119],"category_scores_gemma":[0.00152848,0.0008681025,0.0008694917,0.001911162,0.001041799,0.004768284,0.003094426,0.002235685,0.9892541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008389821,"about_ca_system_score_gemma":0.0007918114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003392634,"about_ca_topic_score_gemma":0.003514841,"domain_scores_codex":[0.9995918,0.00002330495,0.00002659406,0.0001427448,0.0001418516,0.00007384907],"domain_scores_gemma":[0.9985145,0.0004420578,0.00009776234,0.0002240758,0.0002875865,0.0004340948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001126421,0.0001064105,0.0002918648,0.0003778369,0.00001379785,0.00010087,0.00007790334,0.0002876115,0.002030367,0.005774177,0.3722646,0.618562],"study_design_scores_gemma":[0.00001641484,0.00003832905,0.000424058,0.0002512512,0.000007087376,0.0001695734,0.00006939938,0.0001082186,0.0002751613,0.001082784,0.9975459,0.00001168573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001694547,0.0004568802,0.0009657757,0.0002769969,0.0001490474,0.00004193914,0.0006716063,0.001000306,0.996268],"genre_scores_gemma":[0.0004166325,0.0002665324,0.0003632012,0.0001076887,0.00003262487,0.00003016714,0.0004135563,0.000225496,0.9981441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0205881,"threshold_uncertainty_score":0.02936643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006174042462473991,"score_gpt":0.1476968273258205,"score_spread":0.1415227848633465,"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."}}