{"id":"W4406476016","doi":"10.1016/s0967-0653(98)80059-8","title":"10.1016/s0967-0653(98)80059-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sensitivity (control systems); Boundary (topology); Climatology; Surface (topology); Geology; Environmental science; Oceanography; Mathematics; Geometry; Mathematical analysis; Engineering","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":[0.001433408,0.00358413,0.00238118,0.003367807,0.003428559,0.004449725,0.004316965,0.007399382,0.9908856],"category_scores_gemma":[0.002116364,0.001376206,0.001946037,0.003049409,0.002796526,0.00746907,0.004079089,0.003369569,0.9944028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380927,"about_ca_system_score_gemma":0.00124686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005609076,"about_ca_topic_score_gemma":0.004924097,"domain_scores_codex":[0.999226,0.00004898745,0.00006724318,0.0003028015,0.0001763872,0.0001785425],"domain_scores_gemma":[0.9973928,0.0006130355,0.0001739708,0.000310168,0.0006008443,0.000909318],"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":[0.0004482745,0.0002823088,0.001053376,0.0007297411,0.00004510926,0.0003119236,0.0001644122,0.0004966567,0.002081276,0.006336852,0.4127838,0.5752664],"study_design_scores_gemma":[0.00007008332,0.0001605428,0.0007326746,0.0004722371,0.00001846105,0.0004215019,0.0001668537,0.0001969677,0.0002787857,0.0006088256,0.9968425,0.00003056023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004800512,0.0003721082,0.0006373506,0.0003865533,0.000309543,0.0001295185,0.0007201529,0.0008876324,0.9960771],"genre_scores_gemma":[0.0004839005,0.0001818182,0.0003298255,0.000229021,0.00006946595,0.00007524891,0.000311536,0.000157997,0.9981611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009114444,"threshold_uncertainty_score":0.01300067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006710886602559667,"score_gpt":0.1455533260232994,"score_spread":0.1388424394207397,"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."}}