{"id":"W4406445078","doi":"10.1016/s0967-0653(97)87667-3","title":"10.1016/s0967-0653(97)87667-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental chemistry; Humic acid; Heavy metals; Environmental science; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009404892,0.0001074032,0.00008807523,0.0000191894,0.0000740427,0.00004075625,0.0002645311,0.00002633903,0.9997941],"category_scores_gemma":[0.000002974362,0.00009337419,0.00004076284,0.0001238572,0.00003905033,0.00008279456,0.0001703146,0.0000483174,0.9999187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005326182,"about_ca_system_score_gemma":0.000001024915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974898,"about_ca_topic_score_gemma":0.000001226577,"domain_scores_codex":[0.9991583,0.00001889352,0.0001100697,0.0002393912,0.0002059018,0.0002674521],"domain_scores_gemma":[0.9995831,0.000006353348,0.00001555239,0.0002601048,0.00000151922,0.0001334143],"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":[0.00001700551,0.00003153623,4.189496e-7,0.000001490874,0.000004787737,0.000005257102,0.0000327517,0.0009728541,0.00001015467,2.726173e-7,0.1805726,0.8183509],"study_design_scores_gemma":[0.000130553,0.00007557437,0.00004965892,0.000003855304,0.000008158443,0.000001720225,0.000001328984,0.0001933677,0.00008355541,0.000009779232,0.9993036,0.0001388803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008684949,0.000009371574,0.000001561757,0.0003472567,8.645883e-7,0.0001823822,0.000002973394,0.00007336241,0.9985138],"genre_scores_gemma":[0.0001441616,2.088447e-7,0.0001307666,0.0001198133,0.00004408839,0.00001729213,0.000005199339,0.00001436364,0.9995241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.818731,"threshold_uncertainty_score":0.3807689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005354207271662511,"score_gpt":0.1513204857696105,"score_spread":0.145966278497948,"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."}}