{"meta":{"query_hash":"06546e5154c8","filters":{"venue":"Coasts"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/06546e5154c8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Coasts"},"results":[{"id":"W4224254044","doi":"10.3390/coasts2020006","title":"Thermal Metrics to Identify Canadian Coastal Environments","year":2022,"lang":"en","type":"article","venue":"Coasts","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Latitude; East coast; Metric (unit); Climatology; Range (aeronautics); China; Environmental science; Geography; Physical geography; Climate change; Meteorology; Oceanography; Geology","score_opus":0.012302463439914082,"score_gpt":0.21553734148471362,"score_spread":0.20323487804479953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224254044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69508094,0.0026348976,0.13638656,0.0007960432,0.00018534709,0.0005212276,0.035052862,0.0018721037,0.1274701],"genre_scores_gemma":[0.88988936,0.0007116307,0.09000106,0.00009407012,0.000028573011,0.00028668172,0.012001579,0.00024543883,0.0067416783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993517,0.000062793115,0.00004084347,0.00010053911,0.00030392103,0.00014015911],"domain_scores_gemma":[0.9983461,0.00010538904,0.00014447044,0.00008189066,0.0012006733,0.00012140458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066097674,0.0007044023,0.0002773849,0.00557499,0.0014132075,0.0019778917,0.00070141896,0.00020202789,0.0031517057],"category_scores_gemma":[0.0034864428,0.00016843484,0.00038741648,0.008581253,0.0004638811,0.0007921691,0.001253424,0.0005007271,0.00038599974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023318714,0.000060319773,0.4487094,0.0005834499,0.00032516828,0.00027185725,0.003497072,0.062973626,0.012140314,0.04149716,0.03952228,0.39018616],"study_design_scores_gemma":[0.000017116023,0.000061654624,0.83218724,0.00014262814,0.00007723324,0.00018987013,0.0038659424,0.06917685,0.0044385004,0.008215848,0.08145967,0.00016753888],"about_ca_topic_score_codex":0.8577561,"about_ca_topic_score_gemma":0.9304562,"teacher_disagreement_score":0.14224392,"about_ca_system_score_codex":0.008409446,"about_ca_system_score_gemma":0.008690314,"threshold_uncertainty_score":0.2861632},"labels":[],"label_agreement":null},{"id":"W4321372403","doi":"10.3390/coasts3010004","title":"Mapping Social-Ecological-Oriented Dried Fish Value Chain: Evidence from Coastal Communities of Odisha and West Bengal in India","year":2023,"lang":"en","type":"article","venue":"Coasts","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"International Development Research Centre","keywords":"Value chain; Livelihood; BENGAL; Value (mathematics); Context (archaeology); Fishery; Food security; Resource (disambiguation); Ecology; Business; Geography; Bay; Biology; Marketing; Supply chain; Agriculture","score_opus":0.041403391072195886,"score_gpt":0.2478517252609171,"score_spread":0.20644833418872122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321372403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984017,0.00009577992,0.00010343586,0.00014788003,0.0000021889207,0.000016992348,0.00011279576,0.0000016025301,0.0011177367],"genre_scores_gemma":[0.999186,0.00014098735,0.00022965597,0.000053776435,0.000002064828,0.000017912484,0.00009241927,0.0000023004743,0.00027492773],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989429,0.00042287956,0.00005882043,0.00014400367,0.0001370606,0.000294291],"domain_scores_gemma":[0.9977043,0.0007313037,0.0006029497,0.00020159445,0.0005046862,0.00025517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008614242,0.0003172782,0.00029590237,0.0025064822,0.0027113107,0.002082607,0.0014683057,0.0005080398,0.0017918437],"category_scores_gemma":[0.0029686762,0.00036759378,0.00036558742,0.0044649704,0.0035793926,0.0012279167,0.003794216,0.0007702565,0.00022936583],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005184126,0.00010091228,0.68394077,0.0002908894,0.00008886829,0.0026140206,0.29599294,0.00011802229,0.0011962798,0.0015713617,0.0006772947,0.013356845],"study_design_scores_gemma":[0.0000033363203,0.000037872564,0.5719035,0.00009646045,0.00004478189,0.00038301628,0.4243807,0.00019715808,0.00021329554,0.00027251663,0.0024454384,0.000021885811],"about_ca_topic_score_codex":0.22067985,"about_ca_topic_score_gemma":0.3997802,"teacher_disagreement_score":0.22067985,"about_ca_system_score_codex":0.0027635426,"about_ca_system_score_gemma":0.002527863,"threshold_uncertainty_score":0.43879068},"labels":[],"label_agreement":null},{"id":"W4362557367","doi":"10.3390/coasts3020007","title":"Temporal and Spatial Evolution of Seasonal Sea Ice of Arctic Bay, Nunavut","year":2023,"lang":"en","type":"article","venue":"Coasts","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sea ice; Bay; Arctic ice pack; Climatology; Arctic; Cryosphere; Oceanography; North Atlantic oscillation; Ice-albedo feedback; Arctic sea ice decline; Climate change; Seasonality; Environmental science; Physical geography; Drift ice; Geography; Geology; Ecology","score_opus":0.009868115053782345,"score_gpt":0.20954743116189045,"score_spread":0.1996793161081081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362557367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975363,0.00018724952,0.00009973915,0.000032274045,0.0000058613573,0.0000050771896,0.0013664576,0.000008854159,0.0007581653],"genre_scores_gemma":[0.99776316,0.00011996266,0.00025646636,0.000007041874,0.0000023658718,0.000008286047,0.0012381596,0.00000448477,0.00060012256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986625,0.000016133281,0.000009666716,0.000046972087,0.00002868817,0.000032283137],"domain_scores_gemma":[0.9992373,0.00013342735,0.00017522229,0.0000355246,0.00029086796,0.0001276414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033703152,0.0001613803,0.00014183823,0.001609243,0.000573991,0.0007187558,0.00040636887,0.00014147676,0.0008238774],"category_scores_gemma":[0.0010139032,0.00013248465,0.0001640548,0.0015165732,0.00036761025,0.00021019392,0.00045726754,0.00014983083,0.000117520816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011023133,0.000014568871,0.9892644,0.000027920461,0.000042224023,0.00007747973,0.0012417932,0.0009557721,0.001372071,0.00014092887,0.00046591656,0.006286671],"study_design_scores_gemma":[0.0000013324226,0.000006688398,0.99750096,0.0000109932835,0.0000067141277,0.000020259196,0.0010831776,0.00077769055,0.00010580212,0.000022506945,0.0004595703,0.000004291316],"about_ca_topic_score_codex":0.7571369,"about_ca_topic_score_gemma":0.88086694,"teacher_disagreement_score":0.24286312,"about_ca_system_score_codex":0.0027149841,"about_ca_system_score_gemma":0.0012920358,"threshold_uncertainty_score":0.48858672},"labels":[],"label_agreement":null},{"id":"W4389669378","doi":"10.3390/coasts3040026","title":"Impact of the Toxic Dinoflagellate Alexandrium catenella on the Valve Movement of Mytilus edulis: A Comparison between Two Populations with Contrasting Histories Exposure","year":2023,"lang":"en","type":"article","venue":"Coasts","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Université du Québec à Rimouski","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec","keywords":"Dinoflagellate; Mytilus; Blue mussel; Mussel; Biology; Shellfish; Shellfish poisoning; Algal bloom; Bivalvia; Zoology; Fishery; Marine toxin; Paralytic shellfish poisoning; Ecology; Mollusca; Aquatic animal; Toxin; Fish <Actinopterygii>; Phytoplankton; Microbiology","score_opus":0.0496207227759682,"score_gpt":0.320700451132397,"score_spread":0.2710797283564288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389669378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9998547,0.000015648113,0.000013941205,0.000004250968,8.0405175e-7,0.0000020234593,0.000020715717,6.261197e-7,0.0000872042],"genre_scores_gemma":[0.99899226,0.0000327833,0.000101636746,0.00002299056,0.0000014604027,0.000011732478,0.00010020282,9.3248434e-7,0.0007359733],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999895,0.000012815385,0.000008963567,0.000042993208,0.000018476552,0.00002181085],"domain_scores_gemma":[0.99978846,0.00002346399,0.000065283944,0.000017146465,0.000040680326,0.000064931264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009363529,0.0002168792,0.0001818802,0.00021479576,0.00023091433,0.00027930067,0.0001919555,0.0003319818,0.0007566967],"category_scores_gemma":[0.0002096399,0.00013221483,0.00023299185,0.00008831968,0.00022611527,0.00020880245,0.00038448465,0.0002983601,0.000100442005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009247281,0.0005877374,0.1109555,0.00007105315,0.000042615287,0.00024483027,0.0008198901,0.00015791366,0.88168746,0.0000422591,0.00004303989,0.00442306],"study_design_scores_gemma":[0.000015148385,0.0033427624,0.97182447,0.0000068103145,0.000033249005,0.0001756765,0.00053473917,0.00038737964,0.0233072,0.00002420098,0.00033744736,0.000010846597],"about_ca_topic_score_codex":0.0034371188,"about_ca_topic_score_gemma":0.0079263095,"teacher_disagreement_score":0.0034371188,"about_ca_system_score_codex":0.00029021452,"about_ca_system_score_gemma":0.00014471286,"threshold_uncertainty_score":0.0068342686},"labels":[],"label_agreement":null},{"id":"W4399304379","doi":"10.3390/coasts4020021","title":"Spatial and Temporal Variation of C, N, and S Stable Isotopes and Seagrass Coverage Related to Eutrophication Stress in Zostera marina","year":2024,"lang":"en","type":"article","venue":"Coasts","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Fisheries and Oceans Canada; University of Prince Edward Island","funders":"Fisheries and Oceans Canada","keywords":"Seagrass; Zostera marina; Eutrophication; Zostera; Spatial variability; Environmental science; Oceanography; Stable isotope ratio; Variation (astronomy); Ecology; Biology; Geology; Ecosystem; Nutrient; Mathematics; Physics","score_opus":0.007464971624015367,"score_gpt":0.20499323344260134,"score_spread":0.197528261818586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399304379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997814,0.000019978108,0.000014078718,0.0000031932186,3.9244287e-7,5.111703e-7,0.000065155415,0.0000012865437,0.00011391083],"genre_scores_gemma":[0.99953544,0.00002797117,0.000038068625,0.000004351827,7.550322e-7,0.0000019420265,0.00013891658,8.7703285e-7,0.00025176094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99996114,0.0000035198823,0.0000033614479,0.000014859662,0.000006695054,0.0000104529845],"domain_scores_gemma":[0.9998609,0.000011019428,0.00006027646,0.000008716172,0.000031072937,0.00002792592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000751029,0.00011892907,0.000104474224,0.00052669615,0.00018295426,0.00025954374,0.000116814925,0.00012140879,0.00050967245],"category_scores_gemma":[0.00017107656,0.000103777995,0.000105212435,0.00044017073,0.00019615458,0.00011380354,0.00024634134,0.00010195276,0.00009308324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068911446,0.000010773448,0.9861523,0.000008427492,0.000029631407,0.000043673932,0.0003321362,0.00008486266,0.010810382,0.000018738137,0.0000374174,0.0024027263],"study_design_scores_gemma":[3.092074e-7,0.000004797059,0.99971634,6.178574e-7,0.000002303575,0.000006805691,0.000097079595,0.000045741624,0.00007320136,0.0000023652256,0.00004976964,5.446492e-7],"about_ca_topic_score_codex":0.044992976,"about_ca_topic_score_gemma":0.12131688,"teacher_disagreement_score":0.044992976,"about_ca_system_score_codex":0.00035852584,"about_ca_system_score_gemma":0.00015931365,"threshold_uncertainty_score":0.08946216},"labels":[],"label_agreement":null},{"id":"W4399727313","doi":"10.3390/coasts4020023","title":"Detecting a Midlatitude Island Climate Signature in the Great Lakes Coastal Region of Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Coasts","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Middle latitudes; Oceanography; Geography; Signature (topology); Climate change; Climatology; Physical geography; Environmental science; Geology; Meteorology","score_opus":0.0226694176344736,"score_gpt":0.21846017879542887,"score_spread":0.19579076116095526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399727313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895438,0.00030771748,0.00037070978,0.00009468053,0.000007744143,0.000036700545,0.0039320397,0.000042118976,0.0056645833],"genre_scores_gemma":[0.9964228,0.0001439363,0.00060239836,0.000026347912,0.0000024656026,0.000014460932,0.0015174445,0.000007854464,0.0012622797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997795,0.000013216477,0.000012357824,0.000044643104,0.00007458175,0.000075672695],"domain_scores_gemma":[0.9990416,0.00005676672,0.00011488417,0.00003182664,0.00060763874,0.000147264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018873141,0.00019578797,0.00017968261,0.0011356485,0.0012230438,0.000843291,0.00046255795,0.00016394298,0.0009613155],"category_scores_gemma":[0.0009156426,0.00014464112,0.0001643228,0.002108647,0.00032818885,0.00017052365,0.0004498312,0.0001392603,0.0001591166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007880592,0.000012479793,0.9795322,0.00005461007,0.00003616631,0.00012273504,0.0012919605,0.000518422,0.004568431,0.00013296693,0.0017950587,0.011856137],"study_design_scores_gemma":[0.0000021817298,0.0000040357504,0.9976037,0.0000084128615,0.0000054702514,0.000017033162,0.00067761156,0.0004138508,0.00015985487,0.000011029512,0.0010926411,0.0000040429077],"about_ca_topic_score_codex":0.9901518,"about_ca_topic_score_gemma":0.9975908,"teacher_disagreement_score":0.009848177,"about_ca_system_score_codex":0.008542703,"about_ca_system_score_gemma":0.0113940565,"threshold_uncertainty_score":0.061981916},"labels":[],"label_agreement":null},{"id":"W4407423426","doi":"10.3390/coasts5010007","title":"A Marine Season Metric for Foxe Basin, Nunavut, Canada: Insights into the Evolving Nature of Sea-Ice Breakup and Freeze-Up","year":2025,"lang":"en","type":"article","venue":"Coasts","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Breakup; Metric (unit); Structural basin; Sea ice; Oceanography; Geography; Geology; Physical geography; Climatology; Paleontology; Engineering; Psychology","score_opus":0.004009386187913611,"score_gpt":0.19858705103281044,"score_spread":0.19457766484489683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407423426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76555216,0.002912833,0.0163056,0.0011014161,0.000168708,0.0002960707,0.1713944,0.0011690492,0.041099746],"genre_scores_gemma":[0.8768439,0.0011528191,0.035685763,0.00012242029,0.000027164257,0.00021696255,0.07279858,0.0003417841,0.012810672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999632,0.00002095548,0.000029714176,0.00006608303,0.00017528297,0.00007595672],"domain_scores_gemma":[0.998145,0.00009995603,0.0002421781,0.000049449747,0.0011990739,0.00026446022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057661725,0.0005431134,0.00033164138,0.0035966856,0.0012858277,0.0015568791,0.0008026177,0.00020329299,0.0017162364],"category_scores_gemma":[0.0025316593,0.00017280901,0.00032311102,0.00618149,0.0003470719,0.00055494544,0.00089214963,0.0004406243,0.0002702469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010860491,0.000026195507,0.8814896,0.00018476186,0.00012850156,0.00019416037,0.0014606843,0.010012289,0.0020881793,0.0044155545,0.031074714,0.068816915],"study_design_scores_gemma":[0.000007852706,0.0000170612,0.9452633,0.000074116826,0.000023097056,0.00009300527,0.0020414928,0.011048359,0.00059864344,0.0005330461,0.040247377,0.000052649157],"about_ca_topic_score_codex":0.9888411,"about_ca_topic_score_gemma":0.9963271,"teacher_disagreement_score":0.014830122,"about_ca_system_score_codex":0.014830122,"about_ca_system_score_gemma":0.014610425,"threshold_uncertainty_score":0.10760057},"labels":[],"label_agreement":null},{"id":"W4412480631","doi":"10.3390/coasts5030024","title":"Satellite and Statistical Approach for the Characterization of Coastal Storms Causing Damage on the Dakar Coast, Capital of Senegal (West Africa)","year":2025,"lang":"en","type":"article","venue":"Coasts","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Storm; Winter storm; Climatology; Environmental science; Oceanography; Meteorology; Geography; Geology","score_opus":0.01469776332592117,"score_gpt":0.2121739259709525,"score_spread":0.19747616264503132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412480631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491389,0.0004731501,0.04532715,0.00015318315,0.000024992158,0.000112309994,0.0015352486,0.0002568745,0.0029781316],"genre_scores_gemma":[0.97001845,0.00025294075,0.02821269,0.000013322006,0.000011725938,0.000051703428,0.0008216104,0.000008176334,0.00060956454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998005,0.00006287659,0.00001769856,0.000034629436,0.000053163545,0.000031267904],"domain_scores_gemma":[0.9995272,0.00013074413,0.00012610671,0.00003792008,0.00015009429,0.000027956405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050728105,0.00041648594,0.00020277825,0.0037106713,0.00022859189,0.00053202716,0.00019529632,0.00024146105,0.0005765186],"category_scores_gemma":[0.0011325652,0.00015754168,0.00027557928,0.0028584728,0.00019597849,0.00029840847,0.00030549307,0.00020472992,0.00016685996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029455664,0.00015110838,0.56268835,0.00023272875,0.00028089693,0.00073202694,0.0006457873,0.08112747,0.028580818,0.002018173,0.0015822438,0.3216659],"study_design_scores_gemma":[0.00001232887,0.00016452202,0.6246161,0.000044684013,0.0001247499,0.00036889387,0.0013385805,0.36395678,0.005231474,0.0010467968,0.0030546815,0.000040492254],"about_ca_topic_score_codex":0.017351916,"about_ca_topic_score_gemma":0.024574434,"teacher_disagreement_score":0.017351916,"about_ca_system_score_codex":0.00034775483,"about_ca_system_score_gemma":0.00058443623,"threshold_uncertainty_score":0.03450185},"labels":[],"label_agreement":null}]}