{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"102f754bfff1","filters":{"venue":"Coastal Sediments 2019"}},"results":[{"id":"W2946067594","doi":"10.1142/9789811204487_0080","title":"EVIDENCE OF VERTICAL BUILDING OF REEF ISLANDS THROUGH OVERWASH AND IMPLICATIONS FOR ISLAND FUTURES","year":2019,"lang":"en","type":"article","venue":"Coastal Sediments 2019","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Overwash; Reef; Futures contract; Oceanography; Geology; Great barrier reef; Coral reef; Environmental science; Barrier island; Shore","authors":[{"name":"Paul S. Kench","is_ca":true},{"name":"Eddie Beetham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03023084387309363,"gpt":0.3348441855023327,"spread":0.3046133416292391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009093432,0.0001644416,0.0001157757,0.00118111,0.001234361,0.001706751,0.0005909867,0.0005207287,0.01286534],"category_scores_gemma":[0.008281782,0.0002407048,0.0001757119,0.001754512,0.00205587,0.001750019,0.002031515,0.000725241,0.0005186603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009948423,"about_ca_system_score_gemma":0.001222108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08169033,"about_ca_topic_score_gemma":0.1809331,"domain_scores_codex":[0.9996132,0.00008143407,0.00002999626,0.00006048204,0.00009857489,0.000116295],"domain_scores_gemma":[0.9934175,0.002174095,0.001376353,0.0007863072,0.001607661,0.0006382094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003692564,0.0001032467,0.9270123,0.0001530321,0.00007091765,0.000414571,0.01989379,0.0003665567,0.002312862,0.009837732,0.00112174,0.03834397],"study_design_scores_gemma":[0.000004280183,0.00007173816,0.9565378,0.00007169459,0.00002219621,0.00006978937,0.03584277,0.0002381934,0.0006576573,0.001463811,0.005009192,0.00001077972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701156,0.0001745645,0.00030438,0.000435931,0.000007370862,0.000006811006,0.0002377396,0.000005687722,0.02871182],"genre_scores_gemma":[0.997084,0.0001170454,0.0002039089,0.00002230641,0.000003073224,0.000003002848,0.0001040332,0.000003221227,0.002459331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08169033,"threshold_uncertainty_score":0.1624296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945837663","doi":"10.1142/9789811204487_0081","title":"MODELING RESPONSE OF CORAL REEF ISLANDS TO SEA-LEVEL RISE","year":2019,"lang":"en","type":"article","venue":"Coastal Sediments 2019","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coral reef; Coral bleaching; Reef; Oceanography; Sea level rise; Geology; Climate change","authors":[{"name":"Gerd Masselink","is_ca":false},{"name":"Eddie Beetham","is_ca":false},{"name":"Paul S. Kench","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01583060998955439,"gpt":0.2258483503833363,"spread":0.2100177403937819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003947479,0.0006211903,0.0005702681,0.0004568523,0.000589563,0.001423106,0.001345934,0.002220815,0.003291183],"category_scores_gemma":[0.002151681,0.0006333871,0.001139381,0.0006206914,0.0006353959,0.0008065807,0.0007122766,0.001075369,0.0002954226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001948812,"about_ca_system_score_gemma":0.001717866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2385094,"about_ca_topic_score_gemma":0.1002762,"domain_scores_codex":[0.9998746,0.0000285512,0.00001007093,0.00003588795,0.00001147882,0.00003947155],"domain_scores_gemma":[0.9994734,0.0002474182,0.00005692807,0.00004118795,0.00008353691,0.00009759006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003800688,0.00003152666,0.005317181,0.00001004864,0.00002978944,0.00005156375,0.00001680313,0.9931899,0.0003143119,0.0003291721,0.0001260539,0.0005456376],"study_design_scores_gemma":[0.00001508177,0.00001167744,0.001735903,0.000001813163,0.00001119044,0.000004150771,0.00003052689,0.9978922,0.00008236949,0.0001181847,0.00009169301,0.0000051749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920388,0.00007298515,0.001807842,0.0003847012,0.00004207484,0.00001436023,0.0006699567,0.0001229709,0.004846271],"genre_scores_gemma":[0.9975568,0.00003982875,0.0007783829,0.00003282187,0.000007071883,0.00001010617,0.0002700708,0.00002384183,0.00128116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2385094,"threshold_uncertainty_score":0.4742423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977961402","doi":"10.1142/9789811204487_0156","title":"SPATIAL AND ANNUAL PATTERNS OF EROSION THRESHOLD AND BIOFILMS IN AN INTERTIDAL AREA, ST. LAWRENCE ESTUARY, CANADA","year":2019,"lang":"en","type":"article","venue":"Coastal Sediments 2019","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Intertidal zone; Estuary; Erosion; Environmental science; Coastal erosion; Oceanography; Geology; Geomorphology","authors":[{"name":"Atif Waqas","is_ca":true},{"name":"Urs Neumeier","is_ca":true},{"name":"André Rochon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005001290522940392,"gpt":0.1940860798109346,"spread":0.1890847892879942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002221398,0.0001515034,0.0002130023,0.001090134,0.001388995,0.0008230633,0.0006014678,0.0003000197,0.001027566],"category_scores_gemma":[0.0006198268,0.0002338039,0.000207364,0.001913797,0.0005393077,0.0002708038,0.0005795573,0.0003178468,0.0001627671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00857068,"about_ca_system_score_gemma":0.008076659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843396,"about_ca_topic_score_gemma":0.9965158,"domain_scores_codex":[0.9997672,0.0000158927,0.00001598662,0.00005298786,0.00005666154,0.00009124076],"domain_scores_gemma":[0.9989911,0.00006938522,0.0001462379,0.00002420555,0.0005755477,0.0001934765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007717356,0.00003224724,0.9934956,0.00001705763,0.00003871847,0.00005990329,0.001182167,0.0001868961,0.0008697578,0.00008642213,0.0007132142,0.003240875],"study_design_scores_gemma":[0.000001060318,0.000004549609,0.9988918,0.000003750632,0.000004379416,0.00001132118,0.0007276203,0.0001278078,0.00002576131,0.000005437759,0.0001940802,0.000002469926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981204,0.00008256246,0.00004081245,0.00005080616,0.000002132172,0.000004906186,0.001000297,0.000005247821,0.0006927917],"genre_scores_gemma":[0.9978731,0.00007729613,0.00009783193,0.00001646485,0.000001272486,0.000005414772,0.0006848013,0.000001994451,0.001241934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566041,"threshold_uncertainty_score":0.06218499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946073279","doi":"10.1142/9789811204487_0047","title":"SEA LEVEL RISE IMPACT ON CONSTRAINED BEACHES IN BARBADOS","year":2019,"lang":"en","type":"article","venue":"Coastal Sediments 2019","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada)","funders":"","keywords":"Oceanography; Sea level; Geology; Climatology","authors":[{"name":"Mohammad Dibajnia","is_ca":true},{"name":"Onur Kurum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0133596142639413,"gpt":0.2295033058558335,"spread":0.2161436915918922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629591,0.0001904476,0.0003402799,0.0005495743,0.00158206,0.001003817,0.0004280891,0.0003783521,0.002676247],"category_scores_gemma":[0.000677693,0.0002776712,0.0003421796,0.00145603,0.0005028704,0.000235451,0.001126403,0.0003497314,0.0004163984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003406361,"about_ca_system_score_gemma":0.002691314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8669989,"about_ca_topic_score_gemma":0.9479105,"domain_scores_codex":[0.9997988,0.00001804492,0.00001447399,0.00004270089,0.00002704428,0.0000989384],"domain_scores_gemma":[0.9996204,0.00002778165,0.0001327887,0.00002575486,0.0001075763,0.00008559424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004628143,0.0000588743,0.9822689,0.00007721601,0.0001205596,0.0007370565,0.004281651,0.001676805,0.001327546,0.0006311639,0.0005685675,0.007788915],"study_design_scores_gemma":[0.000003212209,0.00001636983,0.9960847,0.00001760502,0.0000177052,0.00002829791,0.003169636,0.0001702392,0.00002911213,0.00002057833,0.0004388533,0.000003755783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983199,0.00004916923,0.00001785732,0.00002956261,0.000002332091,0.00000186601,0.0003232357,0.000002168558,0.001253932],"genre_scores_gemma":[0.9981191,0.00009317014,0.0000545298,0.000007113339,9.47636e-7,0.000002620523,0.0003489104,0.00000312464,0.00137042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8669989,"threshold_uncertainty_score":0.2675686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}