{"id":"W235514653","doi":"10.1016/s0967-0653(97)89091-6","title":"10.1016/s0967-0653(97)89091-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Coastal management; Environmental resource management; Environmental planning; Public policy; Geography; Political science; Business; Regional science; Economics; Oceanography","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":[0.002135245,0.003474126,0.00232894,0.003725009,0.002562913,0.005411554,0.004491159,0.01017233,0.991546],"category_scores_gemma":[0.00266413,0.001345964,0.001913286,0.003090866,0.002942815,0.008434709,0.005237937,0.003442873,0.9923437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450911,"about_ca_system_score_gemma":0.001379304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00388098,"about_ca_topic_score_gemma":0.003430434,"domain_scores_codex":[0.9987168,0.0001015046,0.000159915,0.0004449663,0.0002905956,0.0002861984],"domain_scores_gemma":[0.996518,0.0009647384,0.0002753366,0.0004285101,0.0007965858,0.001016694],"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":[0.0004219612,0.0003199393,0.001423592,0.0008244906,0.00004573752,0.0005015816,0.000186548,0.0004959868,0.001832234,0.005326107,0.2749085,0.7137132],"study_design_scores_gemma":[0.00006738189,0.0001461481,0.0009154302,0.0006138969,0.00001862632,0.000573585,0.0002157769,0.0002127006,0.0002877507,0.0008986814,0.9960147,0.00003535823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006758485,0.0007063425,0.0008507296,0.0007304028,0.0004299418,0.0001779891,0.00087948,0.0009127032,0.9946366],"genre_scores_gemma":[0.0008395473,0.0003166938,0.0005035137,0.0004033341,0.00007020851,0.00009294794,0.000424249,0.0002214236,0.9971281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01017233,"threshold_uncertainty_score":0.01205862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005139755085834929,"score_gpt":0.1484109814157011,"score_spread":0.1432712263298662,"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."}}