{"id":"W4406462216","doi":"10.1016/0967-0653(96)84095-6","title":"10.1016/0967-0653(96)84095-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Structural basin; Geochemistry; Oceanography; Physical geography; Hydrology (agriculture); Geomorphology; Geotechnical engineering; Geography","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":[0.0001439485,0.0001183016,0.0001263559,0.00001567373,0.0001719499,0.00002648582,0.0002292649,0.00004319182,0.998933],"category_scores_gemma":[0.00001059193,0.00009545818,0.00004938696,0.0001341913,0.0001291133,0.00007717856,0.0001458437,0.00007492185,0.9992137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000482916,"about_ca_system_score_gemma":0.000001738126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001805817,"about_ca_topic_score_gemma":0.000001747484,"domain_scores_codex":[0.999078,0.00004716877,0.0001374751,0.0002359485,0.0002188246,0.000282525],"domain_scores_gemma":[0.9996258,0.00002498995,0.00001743139,0.0002125762,0.000002693279,0.0001165162],"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":[0.00004449338,0.00007662057,0.000005811138,0.00000453953,0.00001643906,0.000006467164,0.0003994529,0.0006999484,0.00009557626,3.58912e-7,0.4414343,0.557216],"study_design_scores_gemma":[0.0001080586,0.00007539347,0.000305576,0.000005611267,0.000008175343,0.000003448531,0.000004975882,0.00004603768,0.0002255834,0.00001672525,0.9990441,0.0001563196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006645644,0.00002942345,4.064629e-7,0.0006964094,0.00000118298,0.0001115245,0.000008547143,0.00007800198,0.9924288],"genre_scores_gemma":[0.0005737958,3.938644e-7,0.00007993745,0.0001077011,0.00006696956,0.00001120262,0.000004534987,0.00001121016,0.9991443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5576099,"threshold_uncertainty_score":0.3892672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526150215272318,"score_gpt":0.1732762705807371,"score_spread":0.1580147684280139,"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."}}