{"id":"W4406445090","doi":"10.1016/s0967-0653(97)87402-9","title":"10.1016/s0967-0653(97)87402-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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":[0.00009013622,0.0001133957,0.0001155515,0.00004399877,0.00008221585,0.00004785116,0.0001965584,0.0000387518,0.9997107],"category_scores_gemma":[0.00001303819,0.00009680458,0.00004654285,0.000178119,0.00002800791,0.0001106992,0.00001894338,0.00008402267,0.9996771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000259658,"about_ca_system_score_gemma":0.00001999849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042225,"about_ca_topic_score_gemma":0.0001220446,"domain_scores_codex":[0.9992449,0.00002105175,0.0001215024,0.0001935884,0.0001522863,0.00026663],"domain_scores_gemma":[0.9995776,0.00003929383,0.00001572577,0.0001736299,0.00001703406,0.0001766764],"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":[0.00005815708,0.000009933731,0.000004876219,0.00000291796,0.000005160999,0.000007841995,0.000009469833,0.0006718963,2.028802e-7,4.009936e-7,0.01414832,0.9850808],"study_design_scores_gemma":[0.0001122683,0.0001402854,0.0004230629,0.000004427804,0.000006996342,0.00001119743,0.000001205998,0.005055244,0.000001815758,0.00003562247,0.9940562,0.000151697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009485273,0.00003606261,7.496562e-7,0.0001842074,0.000003217968,0.0001003464,0.00007986139,0.00008599384,0.998561],"genre_scores_gemma":[0.0002462797,6.337909e-7,0.00010784,0.0000601873,0.0001105041,8.415363e-7,0.0001623645,0.000003943162,0.9993074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9849291,"threshold_uncertainty_score":0.3947576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005139827064593358,"score_gpt":0.1483859955666703,"score_spread":0.1432461685020769,"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."}}