{"id":"W1932165514","doi":"10.1016/0967-0653(96)83422-3","title":"10.1016/0967-0653(96)83422-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Action (physics); Intervention (counseling); Coastal erosion; Face (sociological concept); Training (meteorology); Erosion; Geography; Environmental planning; History; Geology; Sociology; Engineering; Meteorology; Psychology","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":[0.001555866,0.003730637,0.00221395,0.002920503,0.00285773,0.005288207,0.004255797,0.008015728,0.991605],"category_scores_gemma":[0.001859382,0.001379702,0.002009975,0.002473979,0.002924306,0.006766312,0.005043583,0.003600914,0.9942158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354547,"about_ca_system_score_gemma":0.0009758245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004082419,"about_ca_topic_score_gemma":0.004108154,"domain_scores_codex":[0.9991317,0.00007035603,0.00008365247,0.0003326179,0.0001905895,0.000191092],"domain_scores_gemma":[0.9972589,0.000778112,0.0001711435,0.0003365629,0.0006389752,0.0008161896],"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":[0.0004709435,0.000353613,0.001032323,0.00087972,0.00004765446,0.0004638662,0.0001449573,0.0005029372,0.002005591,0.004568358,0.4085248,0.5810053],"study_design_scores_gemma":[0.00007336043,0.0001430834,0.0008712024,0.000671803,0.00001673107,0.0004639901,0.0001998613,0.0002080472,0.0002709555,0.0006607764,0.9963831,0.00003701759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003110132,0.0004595429,0.0004970194,0.0003005665,0.0002314372,0.0001242628,0.000624026,0.0007950384,0.996657],"genre_scores_gemma":[0.0004901391,0.0002212085,0.0002932691,0.0002531438,0.00004743933,0.00006500596,0.0002676696,0.0001698787,0.9981923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008394957,"threshold_uncertainty_score":0.01197428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003765876670174422,"score_gpt":0.1474136145503141,"score_spread":0.1436477378801397,"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."}}