{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"3ded7bf63f67","filters":{"venue":"2010 International Snow Science Workshop"}},"results":[{"id":"W2102315718","doi":"","title":"THE NORTH AMERICAN PUBLIC AVALANCHE DANGER SCALE","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CLARITY; Scale (ratio); Warning system; Hazard; Natural hazard; Computer security; Geography; Engineering; Computer science; Telecommunications; Meteorology; Cartography","authors":[{"name":"Grant Statham","is_ca":false},{"name":"Pascal Haegeli","is_ca":false},{"name":"Karl W. Birkeland","is_ca":false},{"name":"Ethan Greene","is_ca":false},{"name":"Clair Israelson","is_ca":false},{"name":"Bruce Tremper","is_ca":false},{"name":"Chris Stethem","is_ca":false},{"name":"Bruce McMahon","is_ca":false},{"name":"Brad J. White","is_ca":false},{"name":"John J. Kelly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00767459881747763,"gpt":0.2403312249975092,"spread":0.2326566261800316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003668153,0.0003567085,0.0003288362,0.002946587,0.001460595,0.001648834,0.0009658,0.0004672588,0.01605429],"category_scores_gemma":[0.01046098,0.0002114591,0.0003633181,0.002771101,0.0008880981,0.001994184,0.002086716,0.001267674,0.002468291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360993,"about_ca_system_score_gemma":0.006796898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0541904,"about_ca_topic_score_gemma":0.1006596,"domain_scores_codex":[0.9950975,0.0009907749,0.0002908487,0.0002592453,0.00307608,0.0002855397],"domain_scores_gemma":[0.9868543,0.001263895,0.001023473,0.000523967,0.009649364,0.0006850354],"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":[0.0003266918,0.0005125907,0.1537186,0.0006203915,0.00009060724,0.0003578798,0.00809402,0.002910607,0.002240398,0.03529131,0.3253476,0.4704894],"study_design_scores_gemma":[0.00004923986,0.000259193,0.4114151,0.0004872811,0.00006455745,0.0004977856,0.01286764,0.004580002,0.001186057,0.01295383,0.5554804,0.0001590008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3674786,0.001473454,0.04032169,0.007995872,0.0008193587,0.003561081,0.016423,0.001750179,0.5601769],"genre_scores_gemma":[0.8223945,0.003021311,0.06424059,0.001573084,0.0002194146,0.006552643,0.01867259,0.0002909403,0.08303484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0541904,"threshold_uncertainty_score":0.1077499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162221460","doi":"","title":"EXPERIENCE IS NOT ENOUGH: PERSISTENT WEAK LAYERS IN WESTERN CANADA 2007 - 2010","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","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":"History; Psychology; Geography","authors":[{"name":"Karl Klassen","is_ca":false},{"name":"British Columbia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01134651442554965,"gpt":0.2466197654706208,"spread":0.2352732510450711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005300122,0.0003343156,0.0003608555,0.001071159,0.01055878,0.002272578,0.001044838,0.0007124253,0.001684591],"category_scores_gemma":[0.00134947,0.0003425636,0.000169073,0.002589803,0.002645909,0.0006731373,0.00214955,0.001610731,0.0001595301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.028722,"about_ca_system_score_gemma":0.05588439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949329,"about_ca_topic_score_gemma":0.99911,"domain_scores_codex":[0.9992414,0.00004572181,0.00002793053,0.0000638979,0.0002896456,0.000331463],"domain_scores_gemma":[0.9984778,0.00007552899,0.0001824972,0.00003492853,0.0006880106,0.0005412982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003398824,0.0001782158,0.6952833,0.0003500652,0.0001197722,0.006786739,0.1859119,0.0007249468,0.002626238,0.001446241,0.02532169,0.08091108],"study_design_scores_gemma":[0.000007778857,0.00007664603,0.6777692,0.000188573,0.00003459715,0.0007430336,0.2982441,0.0004974942,0.0004772074,0.0002667393,0.02164164,0.00005292181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894939,0.0007938152,0.0002331925,0.001685389,0.00003946654,0.00004438595,0.000710986,0.00001800078,0.006980763],"genre_scores_gemma":[0.9950147,0.000843395,0.0001998753,0.0003243089,0.000007061347,0.00001008451,0.0003220323,0.000009369479,0.003269107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.028722,"threshold_uncertainty_score":0.2083937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2467838783","doi":"","title":"Visitor Risk Management Applied to Avalanches in New Zealand","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","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":"Visitor pattern; Recreation; Risk management; Geography; Terrain; Hazard; Environmental resource management; Environmental planning; Business; Cartography; Political science; Computer science; Environmental science","authors":[{"name":"Don Bogie","is_ca":false},{"name":"Michael J. Davies","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01129317472101876,"gpt":0.2393836816464661,"spread":0.2280905069254473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002621491,0.0005264821,0.0004033522,0.002020546,0.001942321,0.004948216,0.001395017,0.0007232333,0.004468344],"category_scores_gemma":[0.007730884,0.0004624228,0.0007317617,0.001895046,0.001632889,0.001437228,0.002695675,0.001175409,0.0004057066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009387955,"about_ca_system_score_gemma":0.009959774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4972714,"about_ca_topic_score_gemma":0.4439209,"domain_scores_codex":[0.9977106,0.0004542966,0.000220048,0.0002261247,0.001097953,0.0002910057],"domain_scores_gemma":[0.9978968,0.000408232,0.0005300579,0.0001115217,0.000783292,0.0002700052],"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":[0.0003422211,0.0004793428,0.3063974,0.001407493,0.0002755798,0.004189296,0.05408951,0.03553158,0.009425434,0.02693115,0.0221021,0.5388289],"study_design_scores_gemma":[0.0000675814,0.001040945,0.6167646,0.001753927,0.0003002156,0.003767131,0.06855508,0.05564518,0.00296181,0.01257547,0.2361942,0.0003738132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7053846,0.00589954,0.06597952,0.01459543,0.0003774026,0.002454293,0.0008759117,0.0007232466,0.2037101],"genre_scores_gemma":[0.9403299,0.005604883,0.02863911,0.0002797284,0.00006513001,0.0002555723,0.0002898749,0.00008132918,0.0244544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4972714,"threshold_uncertainty_score":0.9887539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126711907","doi":"","title":"Characteristics of Old-Deep-Slab Avalanches","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Slab; Snowpack; Seismology; Snow; Geomorphology; Geophysics","authors":[{"name":"David Tracz","is_ca":true},{"name":"Bruce Jamieson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006763135844750652,"gpt":0.2384307284065815,"spread":0.2316675925618309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003025133,0.000182663,0.000190613,0.001696246,0.0003853422,0.0006741243,0.0002919459,0.0001574528,0.001781597],"category_scores_gemma":[0.00220472,0.00008696421,0.0001912888,0.001442472,0.0002340126,0.0002784007,0.0003131441,0.0002231243,0.0003056111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005390114,"about_ca_system_score_gemma":0.000786067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04724327,"about_ca_topic_score_gemma":0.1076312,"domain_scores_codex":[0.9997942,0.000007889649,0.00002428244,0.00002907655,0.00009194807,0.00005266565],"domain_scores_gemma":[0.9976138,0.0003252786,0.0007952679,0.0001127418,0.0007027263,0.0004502229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037644,0.00002692215,0.9879352,0.00004046427,0.00002909555,0.0002025159,0.0002208523,0.001066998,0.001725651,0.0001493918,0.0005108421,0.007988302],"study_design_scores_gemma":[0.000001582185,0.00001872367,0.9979624,0.000007372198,0.000005581372,0.0002709061,0.0001847807,0.0006234796,0.000159756,0.0001071731,0.0006535499,0.000004691613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933501,0.0002795481,0.0005522689,0.00002561477,0.000005542146,0.00004073369,0.002427652,0.00003093659,0.003287585],"genre_scores_gemma":[0.9964749,0.0001223293,0.000245447,0.000005047449,0.000003964438,0.000008135995,0.002379855,0.000006291196,0.0007539543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04724327,"threshold_uncertainty_score":0.09393656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138448986","doi":"","title":"NEAR INFRARED PHOTOGRAPHY TO QUANTIFY TEMPORAL CHANGES IN MELT-FREE ZE CRUSTS","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Snow; Aerial photography; Snowpack; Photography; Remote sensing; Geology; Stratigraphy; Physical geography; Geomorphology; Geography; Paleontology; Visual arts","authors":[{"name":"Michael A. Smith","is_ca":true},{"name":"Bruce Jamieson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02360426673128953,"gpt":0.2676442335494675,"spread":0.244039966818178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000502222,0.0002656803,0.0001789674,0.002351254,0.0002924931,0.0004730997,0.0003234695,0.0002683431,0.002967902],"category_scores_gemma":[0.0004693397,0.0002462211,0.0001862245,0.001128949,0.000132345,0.0005245794,0.0002982159,0.0004328606,0.000787227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160525,"about_ca_system_score_gemma":0.0003462158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00813735,"about_ca_topic_score_gemma":0.03283651,"domain_scores_codex":[0.9997337,0.00002988819,0.00001908731,0.00005053615,0.0001459338,0.00002080787],"domain_scores_gemma":[0.9995939,0.00005972206,0.00008751384,0.00006191224,0.000160969,0.00003605005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003670964,0.0001386668,0.1612745,0.0006459646,0.0001227543,0.0003077376,0.0007781365,0.002045727,0.6024732,0.0005225708,0.003952924,0.2273707],"study_design_scores_gemma":[0.0000281814,0.0001448367,0.9153812,0.00009472906,0.00008202801,0.000697296,0.0006089698,0.005277582,0.06530988,0.0002159473,0.01213059,0.00002877102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866914,0.003611487,0.073001,0.000204987,0.0001457196,0.0004130182,0.004879638,0.001107548,0.02994519],"genre_scores_gemma":[0.8037641,0.002867481,0.1808404,0.0001794099,0.00006669629,0.0001502173,0.002167652,0.000252402,0.009711619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00813735,"threshold_uncertainty_score":0.01617998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167840261","doi":"","title":"HUMAN FACTORS IN AVALANCHE AVOIDANCE AND SURVIVAL: CONSEQUENCES OF VIOLATING THE RULES OF SAFE TRAVEL","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accident (philosophy); Poison control; Recreation; Terrain; Injury prevention; Human factors and ergonomics; Psychology; Forensic engineering; Medical emergency; Medicine; Geography; Engineering; Cartography; Political science","authors":[{"name":"Bob Uttl","is_ca":false},{"name":"Kelly Kisinger","is_ca":false},{"name":"Joanna McDouall","is_ca":false},{"name":"Christina M. Mitchell","is_ca":false},{"name":"Jan Uttl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01544756801087782,"gpt":0.2711248393858959,"spread":0.2556772713750181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533234,0.000208212,0.0002095368,0.0008116571,0.0009533002,0.0009080305,0.0005281445,0.0003521505,0.001316008],"category_scores_gemma":[0.007957733,0.0001557605,0.000387767,0.001178412,0.0009086914,0.0004245939,0.0008151322,0.0006072709,0.00008942017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182266,"about_ca_system_score_gemma":0.0034405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4066756,"about_ca_topic_score_gemma":0.5120668,"domain_scores_codex":[0.9988887,0.000316924,0.00009995517,0.0001705207,0.0003047163,0.0002193],"domain_scores_gemma":[0.992936,0.002106028,0.00249833,0.0004275485,0.0009798391,0.001052197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004385214,0.00003619059,0.9965156,0.00001018861,0.00003389774,0.00003904808,0.0005961761,0.0002926057,0.00009116832,0.00005585171,0.00006131853,0.002224027],"study_design_scores_gemma":[7.299276e-7,0.0000266438,0.9988821,0.000004960587,0.000007373562,0.00001926436,0.0006937822,0.0001979505,0.00001992577,0.00004847167,0.0000955168,0.000003342772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985006,0.0001203971,0.0002791836,0.0000588037,0.000003659744,0.00002326986,0.0001789278,0.000004660563,0.0008305286],"genre_scores_gemma":[0.9994327,0.00007123446,0.000172573,0.00001166822,0.000002099561,0.000008021217,0.0001586788,0.000001065681,0.0001419225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4066756,"threshold_uncertainty_score":0.8086171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114441630","doi":"","title":"EVALUATION OF THE AVALUATOR DECISION-SUPPORT TOOL FOR CANADIAN ACCIDENTS: 1997-2009","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accident (philosophy); Missing data; Computer science; Operations research; Engineering; Machine learning","authors":[{"name":"Dave Gauthier","is_ca":false},{"name":"Dave Gauthier Geoscience","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01564034045771567,"gpt":0.2965339246894272,"spread":0.2808935842317116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008068534,0.001101051,0.000648431,0.002441549,0.001399067,0.00221919,0.00277434,0.0005584395,0.003757157],"category_scores_gemma":[0.03073644,0.0005543068,0.0008689993,0.002382076,0.0004316385,0.001231155,0.0009894737,0.0007417105,0.0007550925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01935905,"about_ca_system_score_gemma":0.03162798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8811522,"about_ca_topic_score_gemma":0.8973095,"domain_scores_codex":[0.9947909,0.0006276685,0.0003805274,0.0005542942,0.003344886,0.0003016694],"domain_scores_gemma":[0.9828266,0.004955249,0.0005493784,0.0005448054,0.01043263,0.0006913277],"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":[0.006568273,0.001476983,0.1693302,0.002601652,0.0007720399,0.0006354257,0.002465571,0.1499532,0.008344046,0.003549705,0.08174516,0.5725577],"study_design_scores_gemma":[0.00151531,0.002206136,0.2139084,0.001249309,0.0008468896,0.000307015,0.004407289,0.6685893,0.0199898,0.001000393,0.08547471,0.0005054593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144619,0.001052286,0.01957815,0.00174371,0.000224105,0.002322045,0.03238419,0.00713793,0.02109564],"genre_scores_gemma":[0.8557554,0.00108977,0.09642871,0.0003167749,0.00003607824,0.0005831488,0.03927571,0.0002866278,0.006227694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188478,"threshold_uncertainty_score":0.2390954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W159623684","doi":"","title":"Estimating Extreme Avalanche Runout for the Lizard Range, Fernie, British Columbia, Canada","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Terrain; Range (aeronautics); Geology; Snow; Physical geography; Mountain range (options); Natural hazard; Snow cover; Geography; Cartography; Geomorphology; Engineering; Oceanography","authors":[{"name":"Katherine S. Johnston","is_ca":true},{"name":"Bruce Jamieson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.011671881141356,"gpt":0.2317845821216182,"spread":0.2201127009802622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004735105,0.0003806097,0.0002671984,0.001387934,0.001799539,0.0008466443,0.0008309468,0.0002417308,0.001770024],"category_scores_gemma":[0.002107692,0.0002396996,0.0002618443,0.001605412,0.0003748108,0.0003093114,0.0003945513,0.000302196,0.0002600533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01297953,"about_ca_system_score_gemma":0.01285094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995067,"about_ca_topic_score_gemma":0.9982351,"domain_scores_codex":[0.9998011,0.00002119725,0.00001008319,0.00005245858,0.00007011551,0.00004502821],"domain_scores_gemma":[0.9991717,0.0001314073,0.00006625406,0.0000404758,0.0004723938,0.0001177505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001418767,0.00009845111,0.9125253,0.00005937291,0.0001228,0.0002277195,0.0006624677,0.03790502,0.001715702,0.0005487694,0.004249016,0.04174347],"study_design_scores_gemma":[0.00001982901,0.00003230217,0.9030929,0.00003938692,0.0000451749,0.00007201443,0.001590484,0.09058999,0.0009062479,0.0002616804,0.003314,0.00003584695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923355,0.0001770762,0.001980273,0.00007774109,0.00000344761,0.00006014119,0.00288575,0.0001179147,0.002362279],"genre_scores_gemma":[0.985949,0.0002262397,0.006236415,0.00002221096,0.000001662414,0.00002927197,0.005063052,0.00002609937,0.002446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297953,"threshold_uncertainty_score":0.09417349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159563862","doi":"","title":"AN INTERNATIONAL STANDARD FOR THE EXCHANGE OF SNOW PROFILE INFORMATION AN EXAMPLE FOR A DOMAIN SPECIFIC APPLICATION OF CAAML 5.0","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Snow; Snow cover; Cover (algebra); SAINT; Geography; Archaeology; Political science; Physical geography; History; Engineering; Meteorology; Art history","authors":[{"name":"Pascal Haegeli","is_ca":false},{"name":"Roger Atkins","is_ca":false},{"name":"Matthias Gerber","is_ca":false},{"name":"Johannes Hörtnagl","is_ca":false},{"name":"Charles Fierz","is_ca":false},{"name":"John J. Kelly","is_ca":false},{"name":"Samuel Morin","is_ca":false},{"name":"Patrick Nairz","is_ca":false},{"name":"Ian Tomm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03186062733186933,"gpt":0.2795180486201193,"spread":0.24765742128825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01467529,0.001991293,0.001341984,0.008746116,0.001962193,0.008668242,0.004531999,0.004841532,0.03483304],"category_scores_gemma":[0.03242456,0.001701592,0.001468892,0.01023999,0.0013323,0.007101406,0.005300967,0.005016904,0.0486575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246246,"about_ca_system_score_gemma":0.007276918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01495428,"about_ca_topic_score_gemma":0.009070463,"domain_scores_codex":[0.9904099,0.001747044,0.003098882,0.0009224575,0.002824633,0.0009972114],"domain_scores_gemma":[0.9713202,0.004953557,0.001729603,0.01165495,0.009075371,0.001266327],"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":[0.001151827,0.0006519353,0.005431002,0.00140695,0.0001531269,0.0011111,0.001550273,0.005919714,0.0203381,0.1234501,0.5991883,0.2396476],"study_design_scores_gemma":[0.0001796228,0.00009884487,0.00234404,0.0007268869,0.00006366616,0.0007111939,0.0002346853,0.009941247,0.0099363,0.01317086,0.9624212,0.0001713371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006974824,0.0006345573,0.7500547,0.001832596,0.001681823,0.004200753,0.03224121,0.1294332,0.07294639],"genre_scores_gemma":[0.04574628,0.001534279,0.6883066,0.002404074,0.0006784976,0.006306213,0.1479374,0.03247641,0.07461017],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03483304,"threshold_uncertainty_score":0.1165282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106510718","doi":"","title":"PITFALLS IN DEVELOPMENT OF AVALANCHE ACCIDENT RISK REDUCTION TOOLS","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accident (philosophy); Computer science; Computer security; License","authors":[{"name":"Bob Uttl","is_ca":false},{"name":"James Taylor","is_ca":false},{"name":"Jan Uttl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01129170630227962,"gpt":0.2584149917831869,"spread":0.2471232854809073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03630912,0.002224182,0.001307141,0.005803074,0.00109988,0.005157785,0.00625044,0.002773241,0.005012224],"category_scores_gemma":[0.166329,0.002456107,0.001204264,0.001826931,0.001758554,0.009364206,0.00444176,0.002959951,0.003480377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367969,"about_ca_system_score_gemma":0.003171603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005369669,"about_ca_topic_score_gemma":0.007172585,"domain_scores_codex":[0.9658546,0.01186461,0.003992784,0.002588798,0.01485201,0.0008471822],"domain_scores_gemma":[0.7614381,0.1660977,0.007408118,0.02279433,0.03983271,0.002429053],"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":[0.0009803668,0.0006096764,0.0308703,0.003961565,0.0001984141,0.001550652,0.01579365,0.004471666,0.0137997,0.004866172,0.01804358,0.9048544],"study_design_scores_gemma":[0.0008348826,0.006807748,0.1086509,0.01285313,0.0009811111,0.02038791,0.02379286,0.1746609,0.07672285,0.03325992,0.5388111,0.002236512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.2282611,0.005816389,0.6954532,0.005638981,0.0009994416,0.003696952,0.001053564,0.03610166,0.02297881],"genre_scores_gemma":[0.2969939,0.001289749,0.6931605,0.001115752,0.0001375886,0.001020398,0.0007389185,0.00138138,0.004161765],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03630912,"threshold_uncertainty_score":0.1920232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2263659320","doi":"","title":"Ethics of Experimenting With People's Lives in Winter Backcountry","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Damages; Accident (philosophy); Psychology; Recall; History; Political science; Law","authors":[{"name":"Bob Uttl","is_ca":false},{"name":"Dylan Smibert","is_ca":false},{"name":"Alain Morin","is_ca":false},{"name":"Gregory M. Wells","is_ca":false},{"name":"Jan Uttl","is_ca":false},{"name":"Breanne Hamper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01969464848974829,"gpt":0.3430787874242952,"spread":0.3233841389345469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1534047,0.001019256,0.001365496,0.001003228,0.006718616,0.006370907,0.00355511,0.005416404,0.009233815],"category_scores_gemma":[0.1330037,0.001238802,0.0008608158,0.0008452318,0.01307453,0.002431445,0.004555515,0.009914423,0.003952859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004397826,"about_ca_system_score_gemma":0.01426589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891295,"about_ca_topic_score_gemma":0.009520655,"domain_scores_codex":[0.8047255,0.1715514,0.00395744,0.005039489,0.009909644,0.004816599],"domain_scores_gemma":[0.8361232,0.06966758,0.00733971,0.0457,0.02829441,0.01287518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0245522,0.01433098,0.02865806,0.003480728,0.0003247055,0.002250276,0.2571477,0.005895721,0.01165671,0.2671079,0.2231757,0.1614193],"study_design_scores_gemma":[0.006766742,0.01302491,0.01688234,0.00380095,0.0001479431,0.0009449305,0.05933917,0.009265598,0.009392066,0.09715608,0.7828127,0.0004664988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3123403,0.001813866,0.1787131,0.0587253,0.01035498,0.2534566,0.003429082,0.0005886994,0.180578],"genre_scores_gemma":[0.3485064,0.001118717,0.1165972,0.02676583,0.001138495,0.4719777,0.0009159437,0.0001512943,0.0328284],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1534047,"threshold_uncertainty_score":0.8112915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161231150","doi":"","title":"THE CANADIAN AVALANCHE CENTRE'S LONG-RANGE FORECASTING PROGRAMME","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Cryospheric studies and observations","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":"Snowpack; Work (physics); Plan (archaeology); TRIPS architecture; Operations research; Business; Meteorology; Geography; Transport engineering; Engineering; Snow","authors":[{"name":"Ilya Storm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03573943241589378,"gpt":0.2424280262890928,"spread":0.206688593873199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001588011,0.0008714118,0.000370136,0.003194421,0.002452223,0.002538819,0.001685856,0.0004323985,0.01784761],"category_scores_gemma":[0.004254445,0.0002342676,0.0003651061,0.006056012,0.0003925423,0.001026852,0.0008351249,0.001017155,0.002268534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02325266,"about_ca_system_score_gemma":0.05181929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98642,"about_ca_topic_score_gemma":0.985288,"domain_scores_codex":[0.998719,0.00007548012,0.00003185579,0.00008653055,0.0009633771,0.0001237706],"domain_scores_gemma":[0.9946994,0.0003117045,0.0001397547,0.0001974927,0.004311885,0.0003397625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000144715,0.00007496052,0.03735663,0.0004761113,0.00006983078,0.000144396,0.0007385124,0.02897866,0.002175496,0.02078253,0.4770638,0.4319943],"study_design_scores_gemma":[0.00004565893,0.0000485204,0.08150943,0.000327412,0.00004696202,0.00006510333,0.0006629857,0.04600657,0.001879648,0.005409721,0.863857,0.000140945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0533474,0.01708674,0.1010185,0.02719331,0.002176102,0.001040378,0.223057,0.007724332,0.5673562],"genre_scores_gemma":[0.5414931,0.02033125,0.1360682,0.00146939,0.000538471,0.0004587775,0.1261655,0.001374571,0.1721008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02325266,"threshold_uncertainty_score":0.1687107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155555427","doi":"","title":"WHAT DOES YOUR GUT SAY AND SHOULD YOU LISTEN? THE INTUITIVE-ANALYTICAL DECISION MAKING CONTINUUM IN MECHANIZED SKI GUIDING.","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Sophistication; Snowpack; Intuition; Process (computing); Decision-making; Business decision mapping; Computer science; Management science; Engineering; Decision support system; Snow; Marketing; Business; Psychology; Artificial intelligence; Sociology; Geography; Cognitive science","authors":[{"name":"Iain Stewart-Patterson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03830055177226727,"gpt":0.3613632737141009,"spread":0.3230627219418336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009242557,0.0003650619,0.0003297227,0.0009435546,0.002275296,0.006451091,0.0006898774,0.003670386,0.004243765],"category_scores_gemma":[0.03630274,0.0003191509,0.0004024194,0.0005431041,0.00903002,0.004874023,0.002785986,0.003972655,0.001475539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064362,"about_ca_system_score_gemma":0.002923503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838811,"about_ca_topic_score_gemma":0.004776435,"domain_scores_codex":[0.9934667,0.00497418,0.0001933661,0.0002603785,0.0006199799,0.0004854467],"domain_scores_gemma":[0.9865555,0.008513471,0.001700483,0.0002906433,0.001132461,0.001807552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001007117,0.0009938283,0.1013759,0.001925811,0.0002149007,0.004171591,0.3964743,0.001030468,0.003729624,0.07148276,0.1030397,0.3145539],"study_design_scores_gemma":[0.0001342247,0.0009120594,0.07984735,0.004078215,0.0001507773,0.004307247,0.583607,0.002826422,0.001369341,0.1554261,0.1669798,0.0003614775],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5093648,0.02424938,0.02903033,0.326979,0.003550538,0.0002508134,0.0002345398,0.0002168134,0.1061237],"genre_scores_gemma":[0.9673904,0.005843882,0.007578415,0.0131055,0.0002966315,0.00007344141,0.00006663337,0.00003682843,0.005608332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009242557,"threshold_uncertainty_score":0.04887986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2469107605","doi":"","title":"A Comparison of Avalanche Survival Patterns in Canada and Switzerland","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Demography; Sociology","authors":[{"name":"Pascal Haegeli","is_ca":false},{"name":"Markus Falk","is_ca":false},{"name":"Hermann Brugger","is_ca":false},{"name":"Hans-Jürg Etter","is_ca":false},{"name":"Jeff Boyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02449327146131697,"gpt":0.2702668913085695,"spread":0.2457736198472525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003664824,0.0003392159,0.0002851216,0.002931237,0.001376204,0.001101393,0.000515151,0.0003877557,0.002679352],"category_scores_gemma":[0.001194642,0.0001533119,0.0004436306,0.002468814,0.000476871,0.0003320413,0.0005064337,0.0002911207,0.000276288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01054496,"about_ca_system_score_gemma":0.00861983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789599,"about_ca_topic_score_gemma":0.9877788,"domain_scores_codex":[0.9996967,0.00002018356,0.00001154354,0.00004824434,0.00006392148,0.000159395],"domain_scores_gemma":[0.998616,0.0001666813,0.0001073537,0.00003216623,0.0008154457,0.000262339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009893943,0.00004523326,0.9728212,0.00005265944,0.0001340238,0.000310382,0.001858406,0.002207257,0.002658158,0.0009894341,0.002152035,0.01578187],"study_design_scores_gemma":[0.00000639212,0.00002136575,0.9975597,0.000008833475,0.00001085868,0.00004547346,0.0007715599,0.0006063168,0.0001786365,0.00002288713,0.0007574427,0.00001060858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951267,0.0003218984,0.0001044793,0.00007098757,0.00000451535,0.0000111798,0.002074041,0.00002465287,0.002261501],"genre_scores_gemma":[0.9967682,0.000147547,0.00007336339,0.00001261977,0.000001433366,0.000005066299,0.001882224,0.000007558329,0.001101997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02104014,"threshold_uncertainty_score":0.07650936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W401281275","doi":"","title":"A Recipe for Widespread Persistent Deep Slab Avalanche Characteristics in Western Canada","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","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":"Snowpack; Snow; Slab; Environmental science; Geology; Climatology; Meteorology; Geography; Geophysics","authors":[{"name":"Cam Campbell","is_ca":false},{"name":"Matt K. MacDonald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008722554558481343,"gpt":0.2380265846728041,"spread":0.2293040301143228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002804218,0.0004791218,0.0002179973,0.002816724,0.002513564,0.001271607,0.0006680978,0.000176605,0.004791916],"category_scores_gemma":[0.001212304,0.0003302557,0.000340061,0.0042261,0.0004212644,0.0003209864,0.0007177417,0.0004743905,0.0005399107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018799,"about_ca_system_score_gemma":0.01838344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976905,"about_ca_topic_score_gemma":0.9940079,"domain_scores_codex":[0.9997228,0.00001011947,0.00002189833,0.00004547451,0.000121032,0.00007857965],"domain_scores_gemma":[0.9992003,0.00003509998,0.00007591696,0.00003256034,0.0005656968,0.0000905632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000146553,0.0001053666,0.7177359,0.0003270542,0.00006936751,0.001142497,0.006476409,0.003765017,0.0194473,0.004527186,0.01758063,0.2286767],"study_design_scores_gemma":[0.000008510426,0.00005416341,0.9537132,0.00009981015,0.00004184949,0.0002810236,0.008539459,0.003911885,0.00294973,0.0005696247,0.02978682,0.00004382804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000361,0.0008732858,0.01930605,0.0008046217,0.00007039982,0.001462122,0.01778765,0.0007861854,0.05887367],"genre_scores_gemma":[0.8997311,0.001348631,0.06169014,0.0001718226,0.00000981671,0.0003190684,0.007727408,0.000172613,0.02882932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02309501,"threshold_uncertainty_score":0.07391948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W70819578","doi":"","title":"An Avalanche Terrain Assessment of Proposed Manitoba Mountain and Whistle Stop Hut-to-Hut Systems Using a Geographical Information System","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","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":"Terrain; Geography; Recreation; Wilderness area; Raster graphics; Geographic information system; Peninsula; Physical geography; Cartography; Wilderness; Remote sensing; Archaeology; Computer science; Ecology","authors":[{"name":"E. N. Cleary","is_ca":false},{"name":"Eeva Latosuo","is_ca":false},{"name":"Jason Geck","is_ca":false},{"name":"Jonathan P. Wolfe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00882537609214639,"gpt":0.2715335201998725,"spread":0.2627081441077261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896865,0.000265879,0.0001623695,0.001404204,0.0006539957,0.0008784482,0.0003214329,0.0001629314,0.00211323],"category_scores_gemma":[0.00056353,0.0002129411,0.000242983,0.001857394,0.0001489322,0.0003635811,0.0004068274,0.0001794958,0.0002507721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239605,"about_ca_system_score_gemma":0.002337533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3240583,"about_ca_topic_score_gemma":0.6471964,"domain_scores_codex":[0.9998491,0.00002915192,0.000008575253,0.00001697568,0.00006887646,0.00002725225],"domain_scores_gemma":[0.9996578,0.00003131124,0.00003676163,0.00001486604,0.0002110263,0.00004829908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003590184,0.0002181793,0.8388195,0.000145437,0.0001313457,0.0007298385,0.001961343,0.05928805,0.01118838,0.00143992,0.002235983,0.08348299],"study_design_scores_gemma":[0.00002990314,0.0003866594,0.9176745,0.00005067966,0.00006240675,0.0001381805,0.005905067,0.06869511,0.0024888,0.0002308723,0.004300446,0.00003736659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868411,0.00006676077,0.003593425,0.00007248652,0.000004984879,0.0002661458,0.001779589,0.0001399725,0.007235602],"genre_scores_gemma":[0.9818579,0.0001416857,0.01228586,0.000009342047,0.000001673782,0.00007376483,0.001686287,0.000008327178,0.003935094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6759417,"threshold_uncertainty_score":0.6443441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}