{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"951d6091bf54","filters":{"venue":"Woods Hole Oceanographic Institution eBooks"}},"results":[{"id":"W327995723","doi":"10.1575/1912/73","title":"The Beaufort Gyre Observing System 2004 : mooring recovery and deployment operations in pack ice","year":2005,"lang":"en","type":"book","venue":"Woods Hole Oceanographic Institution eBooks","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Woods Hole Oceanographic Institution","keywords":"Ocean gyre; Mooring; Marine engineering; Oceanography; Software deployment; Beaufort scale; Beaufort sea; Environmental science; Arctic ice pack; Sea ice; Geology; Engineering; Fishery; Biology","authors":[{"name":"J. Kemp","is_ca":false},{"name":"K. Newhall","is_ca":false},{"name":"W. Ostrom","is_ca":false},{"name":"R. Krishfield","is_ca":false},{"name":"Andrey Proshutinsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01153039896971786,"gpt":0.1984956126753539,"spread":0.186965213705636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006819138,0.0004084279,0.0003630054,0.0003007714,0.001348777,0.0002558691,0.0003546444,0.0003353777,0.00002231448],"category_scores_gemma":[0.00002511127,0.0003215708,0.0001490124,0.0001459919,0.0004603205,0.0002897032,0.00005611742,0.0007012938,0.00002977041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247534,"about_ca_system_score_gemma":0.0006017104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000584243,"about_ca_topic_score_gemma":0.01606341,"domain_scores_codex":[0.9978037,0.00009151534,0.0006332191,0.0005079451,0.0004276139,0.0005359566],"domain_scores_gemma":[0.9990405,0.0001324053,0.0001795008,0.0004152817,0.00007026875,0.0001620722],"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":[0.0004091428,0.0001230389,0.2057959,0.002316755,0.001036998,0.0005171315,0.004511584,0.1853721,0.00001114424,0.1866791,0.002937559,0.4102896],"study_design_scores_gemma":[0.004250931,0.0009223762,0.08262648,0.009573674,0.001039332,0.0007798619,0.007541716,0.1767666,0.00001988963,0.00597435,0.7055119,0.004992866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1444447,0.004203613,0.001368009,0.0003362051,0.002828526,0.001899303,0.0003297244,0.0003483889,0.8442415],"genre_scores_gemma":[0.9045732,0.001541754,0.0008929878,0.0003613818,0.0006764864,0.000016474,0.000379535,0.00002969542,0.0915285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7601284,"threshold_uncertainty_score":0.9999513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117191068","doi":"10.1575/1912/26515","title":"Overturning of the Subpolar North Atlantic Program (OSNAP): RAFOS Float Data Report June 2014 - January 2019","year":2020,"lang":"en","type":"book","venue":"Woods Hole Oceanographic Institution eBooks","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oceanography; Float (project management); Foundation (evidence); History; Geology; Geography; Engineering; Archaeology; Marine engineering","authors":[{"name":"Andrée L. Ramsey","is_ca":false},{"name":"Heather Furey","is_ca":false},{"name":"Amy S. Bower","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01145807538256439,"gpt":0.2127120525910087,"spread":0.2012539772084443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003994068,0.0007310756,0.0007183626,0.00004336568,0.0005161552,0.00006008629,0.001995586,0.0005163103,0.0001423059],"category_scores_gemma":[0.00003817178,0.0005910724,0.0004427251,0.0002773945,0.002610382,0.0003238454,0.00230129,0.00113872,0.0001473708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003237672,"about_ca_system_score_gemma":0.0002559428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002544938,"about_ca_topic_score_gemma":0.0003502153,"domain_scores_codex":[0.9957256,0.0001207372,0.001012991,0.001288561,0.001244987,0.000607083],"domain_scores_gemma":[0.9961395,0.00002452744,0.001078983,0.002482846,0.00001482095,0.0002593736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002175872,0.0008883621,0.485506,0.0007642959,0.001150393,0.001156849,0.001072036,0.02810091,0.0005114842,0.002292646,0.4549584,0.02338102],"study_design_scores_gemma":[0.0007247236,0.0001909776,0.03908067,0.0003285338,0.0005917596,0.0002287429,0.00004368634,0.005653566,0.0000208308,0.0003404494,0.9516726,0.00112351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2077609,0.0008921936,0.00598679,0.0004560888,0.004897119,0.007133571,0.0005792276,0.0008278153,0.7714663],"genre_scores_gemma":[0.3248645,0.0008766112,0.01317956,0.001549974,0.0009175678,0.0001198605,0.004974534,0.0003732893,0.6531441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4967141,"threshold_uncertainty_score":0.9996541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2483147450","doi":"10.1575/1912/6846","title":"A crossroads of the Atlantic Meridional Overturning Circulation : the Charlie-Gibbs Fracture Zone data report August 2010 � June 2012","year":2014,"lang":"en","type":"book","venue":"Woods Hole Oceanographic Institution eBooks","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Climatology; Circulation (fluid dynamics); Oceanography; Geology; Zonal and meridional; Shutdown of thermohaline circulation; Thermohaline circulation; North Atlantic Deep Water; Thermodynamics; Physics","authors":[{"name":"Heather Furey","is_ca":false},{"name":"L. E. M. Trafford","is_ca":false},{"name":"Amy S. Bower","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01688675679927597,"gpt":0.2276434096667331,"spread":0.2107566528674572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001541355,0.0005592561,0.0005563726,0.0001427556,0.000955197,0.00008869683,0.001574446,0.0007387493,0.0009829766],"category_scores_gemma":[0.00006494886,0.0003351582,0.0003694001,0.0002563105,0.00216332,0.0003024401,0.0009084453,0.001510273,0.00009729376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502083,"about_ca_system_score_gemma":0.0003150809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964799,"about_ca_topic_score_gemma":0.0002449177,"domain_scores_codex":[0.9961639,0.0002268015,0.0009750675,0.0009038039,0.001241013,0.0004894054],"domain_scores_gemma":[0.9957114,0.00009703238,0.001455939,0.002542681,0.00005187202,0.0001410724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004965898,0.000809506,0.05356003,0.001214184,0.003227555,0.0003606769,0.004525544,0.07878141,0.008364879,0.05043354,0.7864727,0.01175332],"study_design_scores_gemma":[0.0005005226,0.00003538805,0.01009852,0.000341193,0.0004114162,0.000231734,0.00001591878,0.001905492,0.00007496444,0.001878237,0.9839571,0.0005495247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06682274,0.001782694,0.01334676,0.001325792,0.009505333,0.003422402,0.0003176754,0.0002741186,0.9032025],"genre_scores_gemma":[0.5651077,0.0001226639,0.0001613628,0.0007491855,0.0007030931,0.00002390879,0.001401828,0.00008525021,0.431645],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.498285,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W773627075","doi":"10.1575/1912/5215","title":"At Sea Test 2 deployment cruise : cruise 475 on board R/V Oceanus September 22 � 26, 2011 Woods Hole �Woods Hole, MA","year":2011,"lang":"en","type":"book","venue":"Woods Hole Oceanographic Institution eBooks","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography","funders":"Woods Hole Oceanographic Institution; Consortium for Ocean Leadership; National Science Foundation","keywords":"Cruise; Oceanography; Software deployment; Foundation (evidence); On board; Test (biology); Environmental science; Aeronautics; Geography; Political science; Geology; Engineering; Archaeology; Paleontology","authors":[{"name":"Robert A. Weller","is_ca":false},{"name":"John M. Lund","is_ca":false},{"name":"Keith von der Heydt","is_ca":false},{"name":"Matthew Palanza","is_ca":false},{"name":"Steven Lerner","is_ca":false},{"name":"Tim Scholz","is_ca":false},{"name":"Christian Begler","is_ca":false},{"name":"Gregg Siddal","is_ca":true},{"name":"William M. Ostrom","is_ca":false},{"name":"Kris Newhall","is_ca":false},{"name":"Paul R. Bouchard","is_ca":false},{"name":"Kathleen McMonagle","is_ca":false},{"name":"Eric Jamieson","is_ca":false},{"name":"R.A. Petitt","is_ca":false},{"name":"Jeff O’Brien","is_ca":false},{"name":"Gary Cook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01662708026293096,"gpt":0.2186928158410844,"spread":0.2020657355781534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008120552,0.002272039,0.001707064,0.001834707,0.001015229,0.0002616796,0.001221453,0.002253899,0.002371727],"category_scores_gemma":[0.00005715181,0.002459333,0.001372757,0.000445465,0.001190737,0.0003998694,0.0004540291,0.002671886,0.003490808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252264,"about_ca_system_score_gemma":0.0006493808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004624797,"about_ca_topic_score_gemma":0.0001294482,"domain_scores_codex":[0.992462,0.0002236881,0.002017916,0.001835362,0.001686538,0.001774486],"domain_scores_gemma":[0.995249,0.0001873453,0.0006507718,0.002369253,0.0004272158,0.00111646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008162244,0.001510663,0.006295042,0.003367125,0.002558507,0.001454102,0.001494097,0.007989236,0.0007302586,0.04398733,0.9055834,0.02421403],"study_design_scores_gemma":[0.003854938,0.0006111964,0.00156071,0.001953901,0.0007299075,0.00008174899,0.0000372609,0.001920155,0.002713943,0.001772296,0.9811811,0.003582863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01344389,0.001290636,0.0005823171,0.00004744935,0.003738827,0.002406185,0.0009410258,0.003643287,0.9739064],"genre_scores_gemma":[0.2686213,0.001009545,0.000950761,0.001557373,0.001828092,0.0004848362,0.001728511,0.001129046,0.7226905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2551774,"threshold_uncertainty_score":0.999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2284225053","doi":"10.1575/1912/6095","title":"Impact of Irminger Rings on Deep Convection in the Labrador Sea : mooring instrument, cruise CTD, and APEX data report September 2007 � September 2009","year":2013,"lang":"en","type":"book","venue":"Woods Hole Oceanographic Institution eBooks","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cruise; Mooring; Geology; Oceanography; CTD; Apex (geometry); Deep convection; Convection; Geography; Meteorology; Anatomy; Medicine","authors":[{"name":"Heather Furey","is_ca":false},{"name":"Theresa K. McKee","is_ca":false},{"name":"M. Femke de Jong","is_ca":false},{"name":"Paul Robbins","is_ca":false},{"name":"Amy S. Bower","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03960995186654472,"gpt":0.2547164451983274,"spread":0.2151064933317827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008822402,0.0004536496,0.0005050329,0.0003569753,0.0003823359,0.0001196448,0.0004144179,0.0003861409,0.0004998439],"category_scores_gemma":[0.00005468253,0.0003000604,0.0001767463,0.0002131691,0.000540708,0.0004088665,0.00009510489,0.0006326901,0.0001124357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003227847,"about_ca_system_score_gemma":0.0001446979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170095,"about_ca_topic_score_gemma":0.00294406,"domain_scores_codex":[0.9974467,0.0001342607,0.0007134515,0.0007197568,0.0005363415,0.000449471],"domain_scores_gemma":[0.9983868,0.000106905,0.0005424399,0.000732425,0.0001060345,0.0001253956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003075631,0.0001927335,0.8768653,0.000365464,0.0005841366,0.0003247105,0.001242689,0.003698543,0.00000623817,0.001186124,0.0458331,0.0693934],"study_design_scores_gemma":[0.001608009,0.001165584,0.6957915,0.000653986,0.0002796004,0.0002801429,0.0004214085,0.007862924,0.0000101981,0.002611459,0.288119,0.001196123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4808878,0.0005473464,0.00005572159,0.00003923707,0.0006086627,0.0009530437,0.0001881045,0.00005744175,0.5166626],"genre_scores_gemma":[0.979053,0.0002806308,0.0001244029,0.0002040603,0.0003373525,0.00001427465,0.001452988,0.00001311792,0.01852014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4981652,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}