{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"06546e5154c8","filters":{"venue":"Coasts"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Sisir Kanta Pradhan","is_ca":true},{"name":"Prateep Kumar Nayak","is_ca":true},{"name":"C. Emdad Haque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04140339107219589,"gpt":0.2478517252609171,"spread":0.2064483341887212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005502454,0.0001077302,0.0002160972,0.0002452503,0.000204081,0.00008393185,0.000146608,0.00007816746,0.0001920016],"category_scores_gemma":[0.000125309,0.0001169381,0.00002622186,0.0004782911,0.0001221263,0.000373981,0.0004045843,0.0001471377,0.00006648029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003157405,"about_ca_system_score_gemma":0.00003149703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175957,"about_ca_topic_score_gemma":0.001414897,"domain_scores_codex":[0.9991881,0.00002690837,0.0003323625,0.0001356946,0.0001197347,0.000197168],"domain_scores_gemma":[0.9994718,0.0001614364,0.0001803198,0.00008873592,0.00009032946,0.000007405069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003055837,0.00007452703,0.9580018,0.0001523018,0.00003774359,0.00001389504,0.01255412,0.0000191028,0.000386615,0.0167283,0.008006065,0.003994963],"study_design_scores_gemma":[0.0004632797,0.000003740467,0.9777696,0.00009892252,0.000003510677,1.230852e-7,0.0153623,0.001342171,0.0000205923,0.0007553481,0.004048168,0.0001322886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952654,0.000006613888,0.0000376773,0.00161623,0.0002758777,0.0001559611,0.00001684208,0.00008615576,0.0025393],"genre_scores_gemma":[0.9976724,0.00001881762,0.00005816936,0.001780479,0.0001449631,0.00002275072,0.0001649456,0.00001239913,0.0001250954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01976775,"threshold_uncertainty_score":0.4768598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"William A. Gough","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01230246343991408,"gpt":0.2155373414847136,"spread":0.2032348780447995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002026261,0.00008699048,0.00008355769,0.0001449496,0.0004910181,0.00003024737,0.0002683596,0.00002032904,0.009525893],"category_scores_gemma":[0.00002421837,0.00008742694,0.00003485581,0.0002948427,0.00003044624,0.00007755274,0.00006320718,0.0001561587,0.0007562375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002460859,"about_ca_system_score_gemma":0.0001070761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1227856,"about_ca_topic_score_gemma":0.180742,"domain_scores_codex":[0.9989741,0.00005304566,0.0001088999,0.0001854876,0.000323562,0.0003548518],"domain_scores_gemma":[0.9994411,0.00004502888,0.00002749073,0.0001436918,0.000005236258,0.0003374653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002450307,0.00002066956,0.8852257,0.00000384868,0.00002300781,0.00014742,0.0009083527,0.02618641,0.00008308901,0.00006731443,0.003691471,0.08361824],"study_design_scores_gemma":[0.0001395733,0.0001080838,0.8333117,0.000001469685,0.00001014607,0.00001998353,0.0008737015,0.004683606,0.000008103388,0.00006707718,0.1606091,0.0001674941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864069,0.0000332173,0.0003275181,0.0007608115,0.0006926652,0.0001393024,0.0005289005,0.00001555265,0.0110951],"genre_scores_gemma":[0.9955257,0.00000464212,0.0002470596,0.001698533,0.00005800584,0.000002097272,0.0002161671,0.000004268627,0.00224358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1569176,"threshold_uncertainty_score":0.9913796,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"William A. Gough","is_ca":true},{"name":"Zhihui Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0226694176344736,"gpt":0.2184601787954289,"spread":0.1957907611609553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001598613,0.00009171684,0.0001095774,0.00004251728,0.00006849104,0.00005165759,0.000127913,0.00004591211,0.001124608],"category_scores_gemma":[0.00001121165,0.00005890316,0.00003021381,0.0001758947,0.00002704948,0.00008478672,0.00001168427,0.0001990519,0.00000823752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001384722,"about_ca_system_score_gemma":0.0002398177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746655,"about_ca_topic_score_gemma":0.9999854,"domain_scores_codex":[0.9992915,0.00003784381,0.0001359805,0.000144237,0.0001767116,0.0002137767],"domain_scores_gemma":[0.9996349,0.0001878279,0.00002840358,0.000104389,0.00001301066,0.00003147393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003617101,0.000004769038,0.9799534,0.0001221253,0.000009437063,0.000564241,0.006697952,0.0002500617,0.0001256861,0.00001058011,0.004996323,0.007229237],"study_design_scores_gemma":[0.0003266283,0.0001485359,0.9285616,0.0004716219,0.00003334753,0.0003139225,0.001589882,0.004309831,0.0001524911,0.0001743749,0.06362531,0.0002925108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925088,0.001176954,0.000003034733,0.0002347697,0.0003679959,0.0000994841,0.0007458793,0.00001010579,0.004852993],"genre_scores_gemma":[0.9991229,0.00005699277,0.000004090858,0.0001688034,0.0000844425,8.646937e-7,0.0003638138,0.000002605334,0.0001954735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05862898,"threshold_uncertainty_score":0.9997885,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Sławomir Kowal","is_ca":true},{"name":"William A. Gough","is_ca":true},{"name":"Kenneth Butler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009868115053782345,"gpt":0.2095474311618905,"spread":0.1996793161081081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001892219,0.00006990691,0.0001306232,0.0000549509,0.00005421448,0.000006166501,0.00007890848,0.00004137277,0.0002731445],"category_scores_gemma":[0.00005948577,0.00006121955,0.00003284942,0.0001950371,0.0001502651,0.00009024279,0.00002284166,0.00006746193,0.0000385142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004242497,"about_ca_system_score_gemma":0.00007916918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009011792,"about_ca_topic_score_gemma":0.006472334,"domain_scores_codex":[0.9993258,0.00003452232,0.0001516991,0.0001256192,0.0002048227,0.0001574986],"domain_scores_gemma":[0.9995952,0.0001215917,0.00008061126,0.00008681732,0.00004944066,0.00006634538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003626222,0.000007969371,0.9853915,0.00009017453,0.0000105319,0.00000422523,0.0001593194,0.0002950541,0.00002737071,0.0001024809,0.00008353217,0.01379156],"study_design_scores_gemma":[0.0001820679,0.00009131835,0.9092829,0.00003716321,0.0000139191,0.000009930141,0.0002577367,0.08886665,0.00001469015,0.001049929,0.0001319486,0.00006170384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975552,0.00007732018,0.001143194,0.0001463499,0.0001716477,0.00006585451,0.0001253672,0.00001981785,0.0006952747],"genre_scores_gemma":[0.9993609,0.0000336741,0.000264318,0.00001793949,0.00005854351,2.728368e-7,0.0001088899,0.000002334187,0.0001531237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08857159,"threshold_uncertainty_score":0.9975873,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"J. Waddell","is_ca":true},{"name":"Christina C. Pater","is_ca":true},{"name":"Michael R.S. Coffin","is_ca":true},{"name":"Robert F. Gilmour","is_ca":true},{"name":"Simon C. Courtenay","is_ca":true},{"name":"Michael R. van den Heuvel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007464971624015367,"gpt":0.2049932334426013,"spread":0.197528261818586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267648,0.00006098994,0.00009915397,0.00007824988,0.00002281346,0.00004320086,0.00002730756,0.00004835595,0.00008764651],"category_scores_gemma":[0.00001358199,0.00005092733,0.000005270126,0.0001003452,0.00002478898,0.0001167895,0.00003239848,0.00006171479,0.000003408828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001305157,"about_ca_system_score_gemma":0.00001608409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02286252,"about_ca_topic_score_gemma":0.02421954,"domain_scores_codex":[0.9995201,0.00003969923,0.0001285569,0.000169548,0.00005156103,0.0000905294],"domain_scores_gemma":[0.9998004,0.00007370546,0.00002318687,0.00004613781,0.00001136746,0.00004522551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005384776,0.000004833923,0.7703239,0.00006714981,0.000005647995,0.0000118492,0.0002365709,0.00003789378,0.0002539076,0.0001290164,0.00002238792,0.228853],"study_design_scores_gemma":[0.0001565133,0.0001623205,0.9868109,0.00004038657,0.000005397102,0.00001579168,0.00002503347,0.01003683,0.00005121566,0.0008597964,0.001768842,0.00006695277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971563,0.0004303098,0.0001122116,0.0003052734,0.00006593778,0.0001305002,0.0001203412,0.00001051266,0.00166858],"genre_scores_gemma":[0.9990863,0.0002060355,0.00005604567,0.00003111491,0.0000139591,8.705516e-7,0.0001599714,0.00000140968,0.0004443292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2287861,"threshold_uncertainty_score":0.9935859,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Storm; Winter storm; Climatology; Environmental science; Oceanography; Meteorology; Geography; Geology","authors":[{"name":"Cheikh Omar Tidjani Cissé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01469776332592117,"gpt":0.2121739259709525,"spread":0.1974761626450313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002536256,0.0001034762,0.0001503109,0.00004132686,0.0001355597,0.00003306447,0.000109184,0.00003561176,0.00003098003],"category_scores_gemma":[0.00007119391,0.00005770821,0.00003191015,0.0001390868,0.000237126,0.00006610956,0.00005800514,0.00008767268,7.379883e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002069646,"about_ca_system_score_gemma":0.00005017202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005889409,"about_ca_topic_score_gemma":0.002721991,"domain_scores_codex":[0.999314,0.00004506886,0.0001893273,0.0001534638,0.0001488229,0.0001493162],"domain_scores_gemma":[0.9991674,0.0005014777,0.00008574847,0.0001526132,0.00005796911,0.00003476836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001289698,0.0003039406,0.2356305,0.0006594152,0.0002419891,0.000009036488,0.00442146,0.003561155,0.01107765,0.0555925,0.0002950717,0.6869175],"study_design_scores_gemma":[0.0002932703,0.0001718644,0.89307,0.0000272954,0.00004443078,0.000003714776,0.0005815663,0.1039885,0.0002667506,0.0006407737,0.0008141696,0.00009763291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645107,0.00004919356,0.0308194,0.0002151459,0.0001468657,0.0003656141,0.001953557,0.000009665293,0.001929802],"genre_scores_gemma":[0.9987652,0.00003459112,0.000342036,0.00004298947,0.00002965582,0.000002604817,0.0004284531,0.000003046831,0.0003514476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6868199,"threshold_uncertainty_score":0.2353272,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Guillaume Durier","is_ca":true},{"name":"Luc A. Comeau","is_ca":true},{"name":"José M. F. Babarro","is_ca":false},{"name":"Jeff C. Clements","is_ca":true},{"name":"Réjean Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0496207227759682,"gpt":0.320700451132397,"spread":0.2710797283564288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004075253,0.0001228141,0.0002013193,0.00003141252,0.0001738811,0.00001231847,0.0001966806,0.00002814323,0.0002491877],"category_scores_gemma":[0.00007795134,0.0000632005,0.0001264573,0.0004394097,0.0001596156,0.00003723071,0.0001698302,0.0001140228,0.000009086948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121446,"about_ca_system_score_gemma":0.00001796015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655973,"about_ca_topic_score_gemma":0.0005077639,"domain_scores_codex":[0.9989193,0.0001506896,0.0002699937,0.0001658101,0.0003142674,0.0001799117],"domain_scores_gemma":[0.9991657,0.0002001229,0.0002400211,0.0003286232,0.00001810703,0.00004745397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003208762,0.00003890602,0.9482725,0.000007958211,0.00004195113,4.131093e-7,0.0008304946,0.03425921,0.01130419,0.00005832899,0.0007305196,0.004423457],"study_design_scores_gemma":[0.000291866,0.0002707487,0.9886552,0.00002421413,0.00003697326,6.158268e-7,0.0001475112,0.001804541,0.008255457,0.000274274,0.0001546226,0.00008393798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995222,0.00001303032,0.0006833964,0.0001356618,0.0001347468,0.0002535011,0.00001893866,0.00002620238,0.003512546],"genre_scores_gemma":[0.9989118,0.000001726614,0.0002846521,0.00002339908,0.0000360001,0.00001113548,0.000003318559,0.00001123869,0.0007167392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04038275,"threshold_uncertainty_score":0.2728431,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"William A. Gough","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004009386187913611,"gpt":0.1985870510328104,"spread":0.1945776648448968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001739876,0.0001220321,0.0001812492,0.00007654836,0.0002554184,0.00003021649,0.0002239073,0.00008704133,0.00009356654],"category_scores_gemma":[0.0002925617,0.00008128466,0.00003852914,0.0004419856,0.00008815565,0.0001010986,0.00006003234,0.0002059313,0.000001013881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001784508,"about_ca_system_score_gemma":0.0004342193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5953759,"about_ca_topic_score_gemma":0.9275749,"domain_scores_codex":[0.9991934,0.00004151104,0.0001592247,0.0002022909,0.0002000829,0.0002035068],"domain_scores_gemma":[0.998839,0.000716036,0.0000721154,0.0001794534,0.0001228738,0.00007048241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006828149,0.0000100177,0.8772534,0.000192715,0.00007265631,0.000006857665,0.0005031129,0.00009889752,0.000007703131,0.0007566002,0.007809569,0.1132202],"study_design_scores_gemma":[0.0003583157,0.00004936564,0.9379221,0.00005871504,0.00006546146,0.000007410935,0.0006068052,0.03645544,0.00004592443,0.002436651,0.02187241,0.0001213595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892572,0.002816803,0.001047128,0.00197432,0.000844917,0.0003277591,0.00008415587,0.00001640142,0.003631353],"genre_scores_gemma":[0.9969186,0.0001473098,0.0009117092,0.0009809877,0.00005972179,0.00000188906,0.00008014327,0.000003193221,0.0008964491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3321989,"threshold_uncertainty_score":0.4073185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}