{"meta":{"query_hash":"29d056a233e1","filters":{"venue":"International Snow Science Workshop Proceedings 2018, Innsbruck, Austria"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/29d056a233e1","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Snow+Science+Workshop+Proceedings+2018%2C+Innsbruck%2C+Austria"},"results":[{"id":"W3041428649","doi":"","title":"Avalanche Canada’s Special Public Avalanche Warning: Development and Evolution of an Effective Risk Communications Tool","year":2018,"lang":"en","type":"article","venue":"International Snow Science Workshop Proceedings 2018, Innsbruck, Austria","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Warning system; Computer security; Computer science; Telecommunications","score_opus":0.025263220796357597,"score_gpt":0.24966348111650377,"score_spread":0.22440026032014618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041428649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18151154,0.0018144498,0.5215691,0.021412142,0.0011112738,0.0031476496,0.0048845545,0.023125498,0.24142388],"genre_scores_gemma":[0.6422428,0.00095248607,0.31249276,0.0013328922,0.00010337211,0.0005027,0.0026958797,0.0006059661,0.039071113],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963643,0.0003896822,0.00009978037,0.00019926189,0.0026627074,0.00028427114],"domain_scores_gemma":[0.9861988,0.001591404,0.0006048883,0.0006320772,0.010116212,0.00085661665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005412393,0.0007574806,0.00033945483,0.0023699743,0.0017437107,0.003515255,0.0026243748,0.0011973612,0.0063975467],"category_scores_gemma":[0.011405606,0.0003358555,0.00029644507,0.0013028446,0.0007493786,0.0020639964,0.0018946455,0.0012208243,0.0012835849],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043071256,0.0008203077,0.044396967,0.00030748412,0.00015079539,0.00022479593,0.0016849848,0.04181661,0.013392291,0.030732509,0.09185473,0.7741878],"study_design_scores_gemma":[0.0003166498,0.0010924732,0.061421093,0.0006990767,0.000378965,0.00039386362,0.003029938,0.44718754,0.037826788,0.017951028,0.42927286,0.0004296934],"about_ca_topic_score_codex":0.5851119,"about_ca_topic_score_gemma":0.6501117,"teacher_disagreement_score":0.41488808,"about_ca_system_score_codex":0.010752891,"about_ca_system_score_gemma":0.041762106,"threshold_uncertainty_score":0.8346629},"labels":[],"label_agreement":null},{"id":"W3163868228","doi":"","title":"Consistency and Accuracy of Public Avalanche Forecasts in Western Canada","year":2018,"lang":"en","type":"article","venue":"International Snow Science Workshop Proceedings 2018, Innsbruck, Austria","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Meteorology; Climatology; Political science; Geography; History; Computer science; Geology; Artificial intelligence","score_opus":0.0647432275552446,"score_gpt":0.2846623818978854,"score_spread":0.2199191543426408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163868228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883161,0.0002456337,0.00063368864,0.0005576585,0.000027632319,0.00001648246,0.0063372855,0.00014572468,0.0037196493],"genre_scores_gemma":[0.9949587,0.0000944405,0.00038027845,0.000030700103,0.0000052067253,0.000004947026,0.003474378,0.000023610304,0.0010277041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871683,0.000115849616,0.00010084472,0.00028141704,0.0004965115,0.00028861917],"domain_scores_gemma":[0.98886824,0.001881642,0.0007570545,0.00061164395,0.007431829,0.00044961748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020520664,0.0003029269,0.00043428203,0.0015331762,0.0016427141,0.0032059436,0.0015444475,0.00062295207,0.0016252804],"category_scores_gemma":[0.012449665,0.0002914134,0.00047830318,0.0028342325,0.00084535906,0.0009622927,0.000892258,0.00073613523,0.0003605615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083094917,0.00013232685,0.8669507,0.000110499765,0.0004945262,0.00020030764,0.0027121988,0.07287106,0.0010702679,0.0024107178,0.012662074,0.039554454],"study_design_scores_gemma":[0.00007005586,0.000023844492,0.8738106,0.000115479015,0.00013214986,0.000046741203,0.0031963054,0.113514915,0.0012312757,0.0007454219,0.0070228213,0.000090404756],"about_ca_topic_score_codex":0.9956743,"about_ca_topic_score_gemma":0.996555,"teacher_disagreement_score":0.031172194,"about_ca_system_score_codex":0.031172194,"about_ca_system_score_gemma":0.030058824,"threshold_uncertainty_score":0.22617114},"labels":[],"label_agreement":null},{"id":"W3170024888","doi":"","title":"Effects of Tree Height on Snowpack Instability in the North Shore Mountains of Vancouver, BC Canada","year":2018,"lang":"en","type":"article","venue":"International Snow Science Workshop Proceedings 2018, Innsbruck, Austria","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snowpack; Shore; Geology; Physical geography; Geography; Snow; Tree (set theory); Climatology; Oceanography; Geomorphology; Mathematics","score_opus":0.016665192422768847,"score_gpt":0.23555594379011685,"score_spread":0.218890751367348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170024888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970692,0.00016755109,0.0000341389,0.00015465722,0.000008126823,0.000005976597,0.00068184815,0.0000062088425,0.0018724271],"genre_scores_gemma":[0.99795294,0.00010846568,0.00004094266,0.00003094826,0.0000025992156,0.0000037644818,0.00040223767,0.000005966784,0.0014521428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99958736,0.000052057785,0.00001762301,0.00005580066,0.0000988033,0.00018834861],"domain_scores_gemma":[0.9981079,0.00019625109,0.00011263069,0.000043165193,0.0009862242,0.0005537277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003359839,0.00017107476,0.00038161318,0.000790963,0.002564858,0.0015897548,0.0008218478,0.00038789652,0.0027693203],"category_scores_gemma":[0.0015805388,0.00020393853,0.00028929295,0.0017826825,0.0006202745,0.00023655292,0.00068820553,0.00047848286,0.00032474936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032992678,0.00006988637,0.98251176,0.00003196289,0.00013002714,0.0002615325,0.0016746254,0.0010297728,0.0012729034,0.0002098911,0.002255066,0.010222557],"study_design_scores_gemma":[0.000006939986,0.000008667061,0.9966785,0.000014571334,0.000020318035,0.000022956634,0.0019279101,0.00052000035,0.00006414965,0.00002216361,0.0007074723,0.0000065620675],"about_ca_topic_score_codex":0.9933868,"about_ca_topic_score_gemma":0.99846905,"teacher_disagreement_score":0.013772846,"about_ca_system_score_codex":0.013772846,"about_ca_system_score_gemma":0.014585435,"threshold_uncertainty_score":0.09992945},"labels":[],"label_agreement":null},{"id":"W3175537461","doi":"","title":"Evaluation of an infrasound detection system for avalanches in Rogers Pass, Canada","year":2018,"lang":"en","type":"article","venue":"International Snow Science Workshop Proceedings 2018, Innsbruck, Austria","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infrasound; Meteorology; Remote sensing; Geology; Acoustics; Geography; Physics","score_opus":0.01989902230332652,"score_gpt":0.27535823883308913,"score_spread":0.2554592165297626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175537461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907895,0.000081338745,0.004575674,0.0000932653,0.000021736583,0.00030309823,0.00073228095,0.0010349542,0.0023682693],"genre_scores_gemma":[0.9874219,0.000120779914,0.008278933,0.000054945293,0.0000052653822,0.00006636978,0.0011578125,0.000044658198,0.0028493204],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994748,0.000052957363,0.000025989662,0.00010011411,0.000248646,0.00009752916],"domain_scores_gemma":[0.9985102,0.00025591027,0.000034464927,0.000041140604,0.0010049244,0.00015332791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008554653,0.0007934224,0.00044274106,0.00066775345,0.0009407449,0.0009865002,0.0010404652,0.0005525305,0.0019120113],"category_scores_gemma":[0.0019089382,0.00023758883,0.0002605593,0.00058095955,0.00044135976,0.00047145988,0.00044397343,0.00032090498,0.0005402667],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009031153,0.0030954292,0.37391102,0.0007788334,0.0007094592,0.0015301903,0.0034513604,0.082812086,0.20137978,0.0010536871,0.0113261705,0.31092083],"study_design_scores_gemma":[0.0007572758,0.0048274742,0.3696872,0.00009568906,0.0011365638,0.00037291826,0.0037280624,0.51866674,0.08961621,0.0002936361,0.010639957,0.0001783505],"about_ca_topic_score_codex":0.8406761,"about_ca_topic_score_gemma":0.8455866,"teacher_disagreement_score":0.15932387,"about_ca_system_score_codex":0.005434428,"about_ca_system_score_gemma":0.007401532,"threshold_uncertainty_score":0.32052428},"labels":[],"label_agreement":null}]}