{"meta":{"query_hash":"3ded7bf63f67","filters":{"venue":"2010 International Snow Science Workshop"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"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/3ded7bf63f67","api":"https://metacan.xera.ac/api/v1/cohort?venue=2010+International+Snow+Science+Workshop"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011671881141356,"score_gpt":0.23178458212161818,"score_spread":0.22011270098026217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159623684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.943053,0.00006324181,0.007498895,0.005742842,0.018950265,0.0007209815,0.0000917142,0.00007917874,0.023799885],"genre_scores_gemma":[0.9615656,0.000013848376,0.006254388,0.0006592878,0.0004657207,0.00005661011,0.000010716045,0.000016260956,0.030957568],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979303,0.000012431204,0.0002496462,0.00043388046,0.00093749975,0.00043626508],"domain_scores_gemma":[0.9989904,0.00033736526,0.00012894864,0.00029560053,0.00008019692,0.00016747252],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011298939,0.000106053936,0.00010876001,0.000018259703,0.0009451448,0.00080370525,0.0013850199,0.00008649694,0.0058601676],"category_scores_gemma":[0.0009899241,0.00009815882,0.00006852397,0.00030726354,0.00063874567,0.00035035927,0.00030374422,0.00041678283,0.000066838504],"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":[0.000027085416,0.000113845206,0.29461813,0.0000059173385,0.00005546577,0.00003397688,0.00037752293,0.008269236,0.007784435,0.00018829467,0.4185257,0.2700004],"study_design_scores_gemma":[0.000761803,0.000022670738,0.36379495,0.000079563324,0.000031373653,0.00017346453,0.0002121991,0.3454351,0.00017000826,0.0008937314,0.28792274,0.0005023762],"about_ca_topic_score_codex":0.54308444,"about_ca_topic_score_gemma":0.9652019,"teacher_disagreement_score":0.42211747,"about_ca_system_score_codex":0.00025364457,"about_ca_system_score_gemma":0.00025409847,"threshold_uncertainty_score":0.9950486},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Scale (ratio); Warning system; Hazard; Natural hazard; Computer security; Geography; Engineering; Computer science; Telecommunications; Meteorology; Cartography","score_opus":0.00767459881747763,"score_gpt":0.2403312249975092,"score_spread":0.23265662618003158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102315718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9352642,0.0000061850833,0.00016037065,0.012741847,0.0038739007,0.00009550017,0.000004722329,0.00004747471,0.04780578],"genre_scores_gemma":[0.9891183,0.00003942279,0.00085523754,0.00040868865,0.00023871091,0.000014987008,0.00000527299,0.000009233505,0.009310178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980393,0.000015631402,0.0001761402,0.00037952937,0.0009347515,0.000454629],"domain_scores_gemma":[0.9991093,0.000102665064,0.00011767796,0.00039929166,0.000055689907,0.00021535424],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007311908,0.00011796554,0.00007853995,0.00005340939,0.00077629875,0.0004183824,0.0016860883,0.00004150275,0.001716449],"category_scores_gemma":[0.00024967824,0.000068007335,0.00005779744,0.00086510583,0.0028350854,0.0005110959,0.0004790403,0.0004956289,0.0012455406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001828852,0.00010230907,0.7165119,3.3180612e-7,0.000020039024,0.000005372905,0.0004171084,0.00019795602,0.008469907,0.0011783636,0.03116135,0.24191706],"study_design_scores_gemma":[0.00011372313,0.000015169449,0.68141294,0.000002882604,0.0000046708233,0.000022894717,0.00012927856,0.004606761,0.00033767862,0.00018664205,0.31299683,0.00017055025],"about_ca_topic_score_codex":0.00014343933,"about_ca_topic_score_gemma":0.006360407,"teacher_disagreement_score":0.2818355,"about_ca_system_score_codex":0.00010651459,"about_ca_system_score_gemma":0.000049935228,"threshold_uncertainty_score":0.99987864},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accident (philosophy); Computer science; Computer security; License","score_opus":0.011291706302279618,"score_gpt":0.2584149917831869,"score_spread":0.24712328548090726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106510718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98219633,0.0000055631235,0.00032163807,0.00033795845,0.002513522,0.00011666634,0.00000201377,0.000015469335,0.014490813],"genre_scores_gemma":[0.9906054,0.000029591554,0.007512804,0.000021994845,0.00007316062,0.000010939577,0.000004904772,0.0000057706698,0.0017353988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983069,0.000014241227,0.00033544438,0.00034062576,0.00075149036,0.00025130445],"domain_scores_gemma":[0.9994308,0.000048703503,0.00017535173,0.0002125728,0.000039464678,0.000093129885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011906624,0.00010106484,0.00009950877,0.00013191075,0.00014454352,0.000076572825,0.00075306563,0.00009308988,0.002910762],"category_scores_gemma":[0.00034367014,0.00007863556,0.00003816175,0.0004956886,0.00043225184,0.000621674,0.0002941856,0.00039880475,0.00030727472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005817761,0.0002987621,0.41144484,0.0000018306837,0.000018897503,0.000005397929,0.00350637,0.004220003,0.3429277,0.0007492006,0.0019437579,0.23482504],"study_design_scores_gemma":[0.00033604045,0.000012495509,0.93147427,0.000038189577,0.0000045062316,0.000019787813,0.0002529655,0.0017939468,0.054409586,0.000560828,0.010899088,0.00019832331],"about_ca_topic_score_codex":0.00014646018,"about_ca_topic_score_gemma":0.0007221753,"teacher_disagreement_score":0.52002937,"about_ca_system_score_codex":0.00019489111,"about_ca_system_score_gemma":0.000082340295,"threshold_uncertainty_score":0.99800074},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accident (philosophy); Missing data; Computer science; Operations research; Engineering; Machine learning","score_opus":0.01564034045771567,"score_gpt":0.29653392468942724,"score_spread":0.28089358423171157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114441630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756988,0.000007204261,0.00054511946,0.0021718105,0.007602467,0.00059343234,0.00006009434,0.000011149167,0.013309877],"genre_scores_gemma":[0.9951456,0.0000046058058,0.0023142917,0.00033339107,0.00012443853,0.000040404935,0.000008974637,0.000008107957,0.0020201933],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968251,0.000023351595,0.0002750701,0.0003371114,0.0022304328,0.00030894153],"domain_scores_gemma":[0.9988659,0.000121197176,0.00014622201,0.0003950484,0.00030947657,0.00016215086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044227,0.00010470039,0.000085248605,0.00010108701,0.00040074057,0.000104948034,0.0014438656,0.00010735534,0.010468425],"category_scores_gemma":[0.0025365117,0.000066640976,0.00009399632,0.0004694849,0.00049997715,0.00047519573,0.00022179623,0.00022168293,0.00026997898],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062697705,0.00018557235,0.131122,0.0000020344949,0.000060107144,0.0000018327762,0.0008907756,0.00977062,0.03271435,0.0025388317,0.14448528,0.6781659],"study_design_scores_gemma":[0.0015023336,0.000053863325,0.69398093,0.00007217635,0.00012929956,0.000041225503,0.00014533967,0.13423687,0.009274095,0.013970399,0.14614236,0.00045112162],"about_ca_topic_score_codex":0.0028064023,"about_ca_topic_score_gemma":0.051060814,"teacher_disagreement_score":0.6777148,"about_ca_system_score_codex":0.00040298176,"about_ca_system_score_gemma":0.0006221812,"threshold_uncertainty_score":0.99043614},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Slab; Snowpack; Seismology; Snow; Geomorphology; Geophysics","score_opus":0.006763135844750652,"score_gpt":0.23843072840658153,"score_spread":0.23166759256183087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126711907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596628,0.000004431703,0.00034613785,0.0009575024,0.003912507,0.000077985074,0.000010021923,0.000027779623,0.035000835],"genre_scores_gemma":[0.9906918,0.00003319457,0.0019044507,0.00014597582,0.00016654142,0.00000449691,0.000007572013,0.000008257644,0.0070377495],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99839747,0.0000078218845,0.0002529116,0.00031782477,0.0007553933,0.00026855804],"domain_scores_gemma":[0.99929434,0.00006713856,0.0001558879,0.0002922141,0.000059466016,0.0001309583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055509707,0.00011167557,0.00011898813,0.00007940755,0.00014565303,0.000077244316,0.0009959493,0.000099771634,0.008087463],"category_scores_gemma":[0.00037119485,0.00008423358,0.000058458238,0.00037245007,0.0010602435,0.0004001785,0.0003334005,0.00033257855,0.0005906373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061220366,0.0003200833,0.42241195,0.00000531049,0.000031036267,0.00001716842,0.0013741117,0.00029089532,0.44878927,0.00733505,0.0061521274,0.11321177],"study_design_scores_gemma":[0.0003827608,0.000037832655,0.91777,0.00003936267,0.000015668016,0.000045913042,0.000101970974,0.013805457,0.022560334,0.00137956,0.043512464,0.00034862268],"about_ca_topic_score_codex":0.00007780736,"about_ca_topic_score_gemma":0.00008234889,"teacher_disagreement_score":0.4953581,"about_ca_system_score_codex":0.000061202496,"about_ca_system_score_gemma":0.00003123186,"threshold_uncertainty_score":0.9928193},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.023604266731289528,"score_gpt":0.26764423354946754,"score_spread":0.24403996681817802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138448986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789609,0.000051880656,0.00011398956,0.008340316,0.004968416,0.00023893629,0.00008443453,0.00004978489,0.0071913907],"genre_scores_gemma":[0.985103,0.0000321575,0.011750628,0.0014285822,0.00029205368,0.000011145831,0.00004346734,0.0000047052977,0.0013342621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981042,0.000013745503,0.00023955273,0.0004576501,0.0007406451,0.00044421206],"domain_scores_gemma":[0.99889594,0.00019038777,0.00008568303,0.00042394103,0.00018975916,0.0002143026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006541253,0.0001550229,0.00014910017,0.000234406,0.00039521768,0.00034001103,0.0015771894,0.00007885673,0.0042398483],"category_scores_gemma":[0.0010444913,0.00013353779,0.000052788182,0.0017932643,0.0004908248,0.0004566944,0.0001532536,0.00034013882,0.00021801186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003428138,0.000042142725,0.9529791,0.0000018111266,0.00000998512,0.000009167406,0.0008953419,0.0008309913,0.0007541323,0.0005424229,0.012115703,0.031784944],"study_design_scores_gemma":[0.00020354519,0.0000326804,0.8993622,0.000020162082,0.0000023135713,0.0000038718645,0.0004316208,0.0093441075,0.00019276231,0.00065014896,0.08957102,0.00018554695],"about_ca_topic_score_codex":0.005281684,"about_ca_topic_score_gemma":0.15652275,"teacher_disagreement_score":0.15124106,"about_ca_system_score_codex":0.00001234958,"about_ca_system_score_gemma":0.00011748358,"threshold_uncertainty_score":0.9966704},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03830055177226727,"score_gpt":0.3613632737141009,"score_spread":0.3230627219418336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155555427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671539,0.00007902931,0.001335415,0.01850702,0.008732275,0.0002802191,0.000005112667,0.000031057043,0.0038759862],"genre_scores_gemma":[0.99089336,0.00013561008,0.0018307319,0.0017075497,0.00059035385,0.000014272846,0.000004366919,0.0000136486115,0.004810118],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99778754,0.000013622435,0.00043624072,0.0004983636,0.0008988942,0.00036535284],"domain_scores_gemma":[0.9986813,0.00028494548,0.00014336788,0.0003992918,0.00035318139,0.00013791614],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018832078,0.00018207035,0.0002488791,0.00031005533,0.00022721797,0.0006345926,0.0006873452,0.00012469415,0.0009416908],"category_scores_gemma":[0.0015159359,0.000102676444,0.00008204148,0.0004448873,0.0007222126,0.001002812,0.00039414462,0.00058685534,0.000016080763],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025302672,0.00064816314,0.21880673,0.00003821782,0.00018930183,0.00028740722,0.011368012,0.00003792534,0.03861963,0.0782738,0.018099329,0.63110125],"study_design_scores_gemma":[0.004697102,0.00035388174,0.63604534,0.0042912755,0.00019458431,0.0009830807,0.014246267,0.14995441,0.0091752345,0.012879997,0.16589043,0.0012884184],"about_ca_topic_score_codex":0.000032795906,"about_ca_topic_score_gemma":0.00060023123,"teacher_disagreement_score":0.6298128,"about_ca_system_score_codex":0.00008577555,"about_ca_system_score_gemma":0.00011377549,"threshold_uncertainty_score":0.99997157},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snow; Snow cover; Cover (algebra); SAINT; Geography; Archaeology; Political science; Physical geography; History; Engineering; Meteorology; Art history","score_opus":0.031860627331869326,"score_gpt":0.2795180486201193,"score_spread":0.24765742128824997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159563862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52107203,0.000046614874,0.46826214,0.0017556481,0.0045555118,0.0014611126,0.0015984548,0.00003194495,0.001216535],"genre_scores_gemma":[0.94478416,0.00004696587,0.05363218,0.00011369651,0.0004462714,0.00009679105,0.00077018107,0.0000041328276,0.000105601546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986171,0.000009908144,0.00035918772,0.00023642018,0.000578199,0.00019914811],"domain_scores_gemma":[0.9979767,0.00045006681,0.00031311612,0.0003243951,0.00086324353,0.00007248493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011652637,0.00010183591,0.00012019874,0.00010042477,0.000340134,0.00012690376,0.0010635286,0.000052907482,0.00082417927],"category_scores_gemma":[0.00020219765,0.000074844895,0.00006281225,0.0003399132,0.00042351088,0.0015337517,0.000029737548,0.00009733468,0.000006515846],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049161265,0.00012783273,0.058060285,0.000024228762,0.000051414583,9.304479e-8,0.004389787,0.00384156,0.00507719,0.04504128,0.003698808,0.8791959],"study_design_scores_gemma":[0.0007425676,0.0002483718,0.38898537,0.0000193941,0.000013324174,0.0000037815596,0.0033326976,0.15731421,0.0019899805,0.0029916496,0.44415677,0.00020186785],"about_ca_topic_score_codex":0.0011411777,"about_ca_topic_score_gemma":0.0050118696,"teacher_disagreement_score":0.87899405,"about_ca_system_score_codex":0.000016768156,"about_ca_system_score_gemma":0.000100223086,"threshold_uncertainty_score":0.9024185},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snowpack; Work (physics); Plan (archaeology); TRIPS architecture; Operations research; Business; Meteorology; Geography; Transport engineering; Engineering; Snow","score_opus":0.03573943241589378,"score_gpt":0.24242802628909282,"score_spread":0.20668859387319904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161231150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87584007,0.0002573312,0.00016092818,0.04104628,0.01802664,0.0004517354,0.00006323456,0.000085484986,0.064068295],"genre_scores_gemma":[0.992269,0.00003067167,0.0015239029,0.00039559006,0.0005292523,0.0000035645637,0.000028983797,0.0000031955053,0.0052158446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831885,0.0000103442,0.00017415574,0.0002786838,0.00059016777,0.0006277878],"domain_scores_gemma":[0.9987946,0.00032661317,0.00007847746,0.00021799587,0.0002795856,0.0003027358],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008842185,0.00010863879,0.0000689872,0.000055783275,0.0021166808,0.00068049395,0.0009922491,0.000052215582,0.0024279265],"category_scores_gemma":[0.0011270345,0.00007170475,0.00004831846,0.0005659602,0.00069360127,0.00033764503,0.00003860292,0.00033002987,0.00024087897],"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":[0.000003920738,0.000006490078,0.79057187,5.077272e-7,0.000008769242,0.000006154615,0.00023181895,0.00016824304,0.000006819871,0.0012142663,0.005011692,0.20276941],"study_design_scores_gemma":[0.000076706994,0.0000066606517,0.765597,0.000007500395,0.0000032891076,0.0000127328085,0.00035501656,0.02893717,0.0000057764514,0.00039466782,0.2044951,0.00010837185],"about_ca_topic_score_codex":0.10587465,"about_ca_topic_score_gemma":0.97527385,"teacher_disagreement_score":0.86939925,"about_ca_system_score_codex":0.000032202046,"about_ca_system_score_gemma":0.00034251527,"threshold_uncertainty_score":0.9991824},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Psychology; Geography","score_opus":0.011346514425549651,"score_gpt":0.24661976547062076,"score_spread":0.2352732510450711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162221460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96244717,0.000012581653,0.000037816622,0.007344659,0.008224862,0.00014450273,0.00001604929,0.00002236462,0.021750016],"genre_scores_gemma":[0.97130144,0.000025475707,0.00046330888,0.0015530424,0.00014898194,0.00001746995,0.000004839267,0.000012032574,0.026473388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969743,0.000014489779,0.00032006358,0.00065696065,0.0014355263,0.00059864926],"domain_scores_gemma":[0.99906486,0.00007042337,0.00011675825,0.0004031527,0.00004954396,0.00029525743],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005439778,0.00019915207,0.00014550009,0.000109147666,0.0002792906,0.00017235363,0.0015596034,0.00013217315,0.011465627],"category_scores_gemma":[0.00017659387,0.00016180571,0.00007587527,0.0005415268,0.000832849,0.000705528,0.00045860233,0.0006272945,0.00045214742],"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":[0.00009983749,0.00027313601,0.8489047,0.0000033542105,0.000030724073,0.00009431603,0.0057816436,0.005121516,0.049763106,0.0003435695,0.07375852,0.015825566],"study_design_scores_gemma":[0.0008189246,0.00004382586,0.56894165,0.0000673566,0.00001150049,0.00007234027,0.0023462246,0.01727016,0.00844767,0.00006457385,0.40110275,0.00081301015],"about_ca_topic_score_codex":0.16619723,"about_ca_topic_score_gemma":0.48515746,"teacher_disagreement_score":0.32734424,"about_ca_system_score_codex":0.0005522103,"about_ca_system_score_gemma":0.00024563036,"threshold_uncertainty_score":0.98943806},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.015447568010877823,"score_gpt":0.2711248393858959,"score_spread":0.25567727137501806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167840261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876847,0.000013757202,0.000047011094,0.0004346194,0.0005822148,0.00007743596,0.000008340502,0.000004496186,0.011147379],"genre_scores_gemma":[0.9990788,0.000019913612,0.00046343775,0.000019345225,0.000022141641,0.000002309626,0.0000016167512,0.0000037902355,0.0003886399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988083,0.000023368395,0.00026914797,0.00022426402,0.00050293683,0.00017195563],"domain_scores_gemma":[0.9993965,0.00018833294,0.00017999917,0.00015623275,0.000030477939,0.000048478338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009898494,0.000087467095,0.00012148899,0.000063276944,0.00014885544,0.00003498336,0.0006441903,0.0000639626,0.00064488675],"category_scores_gemma":[0.0002976615,0.00005193568,0.000031566356,0.00023693981,0.0024290092,0.00024585723,0.000179966,0.00029061968,0.000006338295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005200669,0.0000313705,0.50181234,0.0000020031387,0.0000047203857,7.608524e-7,0.0011838375,0.0002836631,0.49025798,0.004351794,0.000038213944,0.002028095],"study_design_scores_gemma":[0.00015137235,0.000013947109,0.96477216,0.000046576875,0.0000031984393,0.0000044274116,0.00069504854,0.0013551839,0.030633284,0.0021142755,0.00012220761,0.000088339504],"about_ca_topic_score_codex":0.00087695045,"about_ca_topic_score_gemma":0.00097127195,"teacher_disagreement_score":0.4629598,"about_ca_system_score_codex":0.000029388151,"about_ca_system_score_gemma":0.000027676027,"threshold_uncertainty_score":0.8949786},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Damages; Accident (philosophy); Psychology; Recall; History; Political science; Law","score_opus":0.019694648489748293,"score_gpt":0.3430787874242952,"score_spread":0.3233841389345469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263659320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8234048,0.000011078629,0.00030407787,0.0033159074,0.0019970483,0.00013166608,9.548509e-7,0.000021711885,0.1708128],"genre_scores_gemma":[0.99166065,0.000020768712,0.0015618813,0.00016748978,0.00015901134,0.000009718113,0.0000010777945,0.0000053099207,0.0064141154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979576,0.000038930415,0.00020758269,0.00030476836,0.0011692857,0.0003218473],"domain_scores_gemma":[0.9990993,0.00024351255,0.00013211885,0.00018218317,0.0002602821,0.00008259322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017996591,0.0000901117,0.000101594924,0.00026128325,0.0002857287,0.00022475222,0.0012147955,0.00006805615,0.0007930779],"category_scores_gemma":[0.0008578005,0.0000735466,0.00003068436,0.0007791926,0.0018103011,0.0009447846,0.0001882305,0.00043214567,0.000028586386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108958244,0.000553116,0.40563324,0.000021774193,0.000033152333,0.000016150318,0.262929,0.0002853269,0.050554793,0.26647452,0.0014541305,0.011935843],"study_design_scores_gemma":[0.0020790028,0.00016198457,0.52930903,0.0012774707,0.000032110802,0.000013829507,0.37079388,0.004290493,0.014819545,0.005844573,0.069803864,0.0015741754],"about_ca_topic_score_codex":0.0005618431,"about_ca_topic_score_gemma":0.019885488,"teacher_disagreement_score":0.26062995,"about_ca_system_score_codex":0.000048490805,"about_ca_system_score_gemma":0.00028242555,"threshold_uncertainty_score":0.9979991},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011293174721018758,"score_gpt":0.23938368164646606,"score_spread":0.2280905069254473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2467838783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94312614,0.000025783225,0.00052432314,0.00355322,0.005363117,0.00027509764,0.00002044708,0.000041869516,0.047069993],"genre_scores_gemma":[0.971495,0.000060467468,0.01568683,0.0005073024,0.00052263035,0.000004656778,0.000016799859,0.0000030809092,0.011703234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998632,0.000005562196,0.00018459439,0.00036423656,0.00050498557,0.0003085917],"domain_scores_gemma":[0.9993842,0.00011589078,0.00006051513,0.00020247689,0.000048199418,0.0001886703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043628569,0.000106344596,0.00009573011,0.00013507127,0.00020833228,0.00017510593,0.0007284332,0.000035991834,0.0020921854],"category_scores_gemma":[0.00015413614,0.00008880237,0.000027864253,0.00075879676,0.00012717111,0.00021567178,0.00007324095,0.00021604134,0.00053502107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025943651,0.000022085855,0.7096665,7.733299e-7,0.000010447165,0.000003857357,0.0005434089,0.0033750252,0.00017968552,0.0011955494,0.019542633,0.26543412],"study_design_scores_gemma":[0.00017129298,0.000009096969,0.89477265,0.000008158406,0.0000030408023,0.0000012185753,0.00027735493,0.0021143775,0.000035371235,0.0008835285,0.101610266,0.00011362075],"about_ca_topic_score_codex":0.0022779536,"about_ca_topic_score_gemma":0.032479975,"teacher_disagreement_score":0.2653205,"about_ca_system_score_codex":0.000013828618,"about_ca_system_score_gemma":0.000063099505,"threshold_uncertainty_score":0.99882007},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Demography; Sociology","score_opus":0.024493271461316975,"score_gpt":0.27026689130856946,"score_spread":0.2457736198472525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469107605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950703,0.000044300654,0.00006212875,0.000641213,0.0024337282,0.000053241594,0.00003946993,0.0000039099077,0.0016517238],"genre_scores_gemma":[0.99931335,0.000023821403,0.00037690485,0.00006130375,0.000065417946,7.914346e-7,0.000012980493,0.0000011368489,0.0001442857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989859,0.0000078066005,0.00020528621,0.00018977484,0.000429138,0.00018213375],"domain_scores_gemma":[0.9994296,0.00022638463,0.000080916754,0.00010532448,0.00008291812,0.000074867196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029393556,0.00006888077,0.00012253308,0.00004636907,0.00009503044,0.000040415922,0.00034319868,0.000022238923,0.0011085934],"category_scores_gemma":[0.00021177015,0.000056350385,0.000013090781,0.00028057542,0.00017690136,0.00016412517,0.000035122815,0.00017595566,0.0000039758493],"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":[0.000005092197,0.000008385308,0.98396444,0.0000013542451,0.000002881781,0.0000012156755,0.00017628013,0.00041013592,0.00012233813,0.000100667945,0.00019704843,0.01501013],"study_design_scores_gemma":[0.00011333828,0.0000073548363,0.97918785,0.000011243784,0.0000014700151,0.0000017422607,0.0009312715,0.018076906,0.00006977891,0.00005436118,0.0014764933,0.00006819811],"about_ca_topic_score_codex":0.8578804,"about_ca_topic_score_gemma":0.9976148,"teacher_disagreement_score":0.13973439,"about_ca_system_score_codex":0.00001546262,"about_ca_system_score_gemma":0.0003002888,"threshold_uncertainty_score":0.99980456},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snowpack; Snow; Slab; Environmental science; Geology; Climatology; Meteorology; Geography; Geophysics","score_opus":0.008722554558481343,"score_gpt":0.2380265846728041,"score_spread":0.22930403011432277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W401281275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825692,0.000008464688,0.00050593575,0.0035026474,0.0062280754,0.00025231313,0.000027141814,0.000018880963,0.0068873516],"genre_scores_gemma":[0.99035144,0.000015011903,0.0014318958,0.00047405742,0.00016295786,0.00003286783,0.00001903118,0.000011362475,0.0075013894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981757,0.000010697875,0.00027629425,0.00043322844,0.0006842821,0.00041979886],"domain_scores_gemma":[0.9992546,0.00014717237,0.000117033735,0.00025179295,0.00005603583,0.0001733859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065177,0.00014075635,0.00013614321,0.0000948483,0.0001850077,0.0001273984,0.0009287684,0.000098561715,0.0013088877],"category_scores_gemma":[0.0005108766,0.00011313068,0.00006310924,0.00038518626,0.00036699476,0.00032556997,0.00023197202,0.00036014142,0.00008183773],"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":[0.00017954013,0.0002532486,0.83205634,0.000008451466,0.00004113864,0.000049469698,0.0015176508,0.0018239323,0.051030636,0.0006893686,0.013509974,0.09884023],"study_design_scores_gemma":[0.0012749567,0.00007819122,0.6330433,0.00012135205,0.000026998034,0.0000981914,0.0004244867,0.08909202,0.0027931605,0.00037070434,0.27189925,0.00077738694],"about_ca_topic_score_codex":0.023673143,"about_ca_topic_score_gemma":0.44517496,"teacher_disagreement_score":0.42150182,"about_ca_system_score_codex":0.00045496147,"about_ca_system_score_gemma":0.0001887624,"threshold_uncertainty_score":0.99960405},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.00882537609214639,"score_gpt":0.27153352019987254,"score_spread":0.26270814410772614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70819578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872241,0.0000030539632,0.0071580103,0.00022698355,0.0017443444,0.00037052657,0.00001876457,0.000039176903,0.003215011],"genre_scores_gemma":[0.9944658,0.0000024060535,0.005272796,0.00005816803,0.00008609628,0.000012654751,0.000011934586,0.0000074767254,0.00008266272],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979975,0.00003595468,0.00036954082,0.00031834163,0.0009964501,0.00028216655],"domain_scores_gemma":[0.9991513,0.000033414362,0.00020115398,0.00029077707,0.000098833574,0.00022454075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013155147,0.00014193918,0.00015355728,0.00022760015,0.0002697949,0.0003026285,0.00065531064,0.0001270692,0.00014253963],"category_scores_gemma":[0.000075918935,0.00010711938,0.000036246707,0.0004985849,0.0005231536,0.0011797412,0.00023956392,0.0003105639,0.000028838213],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011388337,0.00034758847,0.5468871,0.00008661162,0.0000683214,0.000013790864,0.0046555107,0.04644479,0.3681326,0.016321994,0.0007448663,0.016182931],"study_design_scores_gemma":[0.00050392037,0.00010581594,0.264639,0.00016624501,0.000020964046,0.00011911852,0.0038840035,0.7270946,0.00074747903,0.00005628687,0.0023362704,0.0003262926],"about_ca_topic_score_codex":0.0011965048,"about_ca_topic_score_gemma":0.00029386432,"teacher_disagreement_score":0.6806498,"about_ca_system_score_codex":0.0002968383,"about_ca_system_score_gemma":0.00007435117,"threshold_uncertainty_score":0.43682015},"labels":[],"label_agreement":null}]}