{"meta":{"query_hash":"bf7b20a8e2da","filters":{"venue":"20th International Congress of Biometeorology (28 September–2 October 2014)"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/bf7b20a8e2da","api":"https://metacan.xera.ac/api/v1/cohort?venue=20th+International+Congress+of+Biometeorology+%2828+September%E2%80%932+October+2014%29"},"results":[{"id":"W2885684885","doi":"","title":"Suicide tendencies and weather: the Quebec paradox","year":2014,"lang":"en","type":"article","venue":"20th International Congress of Biometeorology (28 September–2 October 2014)","topic":"Suicide and Self-Harm Studies","field":"Psychology","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":"Meteorology; History; Forensic engineering; Political science; Geography; Engineering","score_opus":0.022512832183541696,"score_gpt":0.31088723545432545,"score_spread":0.28837440327078373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885684885","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":[0.7383238,0.026108112,0.0006702764,0.1260094,0.00093133555,0.000043810232,0.009204159,0.000063953164,0.098645054],"genre_scores_gemma":[0.9900711,0.0030817273,0.00008959212,0.003024168,0.00022601154,0.000008323547,0.0006517375,0.000013758304,0.0028336158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994636,0.000119070595,0.000020229832,0.00007301945,0.00015777585,0.00016624895],"domain_scores_gemma":[0.99464417,0.0011899647,0.0010525899,0.0002617645,0.0019823962,0.0008692267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010597546,0.00022726796,0.00039678864,0.0015330497,0.0026311346,0.0029121852,0.0008951686,0.0012032917,0.008383946],"category_scores_gemma":[0.0059205974,0.00015712238,0.00025731366,0.0050657876,0.0016978597,0.0013479694,0.0008090972,0.001766131,0.00031780862],"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":[0.00064773945,0.00018002193,0.7679904,0.00020956928,0.00044763615,0.00090343656,0.0035792217,0.001480112,0.00044187577,0.03116878,0.1136488,0.07930234],"study_design_scores_gemma":[0.00006122076,0.000019038462,0.95745534,0.00016566059,0.00008143038,0.00012524183,0.0052259825,0.0012643875,0.00007324154,0.0044131908,0.031055186,0.000059941613],"about_ca_topic_score_codex":0.98210984,"about_ca_topic_score_gemma":0.9865856,"teacher_disagreement_score":0.020311434,"about_ca_system_score_codex":0.020311434,"about_ca_system_score_gemma":0.010483208,"threshold_uncertainty_score":0.14737046},"labels":[],"label_agreement":null},{"id":"W2885758681","doi":"","title":"Climate Change and Extreme Weather Events at Local Scale over Canada","year":2014,"lang":"en","type":"article","venue":"20th International Congress of Biometeorology (28 September–2 October 2014)","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Climate change; Extreme weather; Scale (ratio); Climatology; Environmental science; Meteorology; Geography; Cartography; Geology","score_opus":0.020413184810976575,"score_gpt":0.24223408805362925,"score_spread":0.2218209032426527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885758681","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":[0.9809068,0.0011420925,0.00022564929,0.00204181,0.000043766515,0.000020719059,0.0085020065,0.000040525734,0.0070767025],"genre_scores_gemma":[0.99401146,0.0006302372,0.00011877836,0.00009977675,0.000012979857,0.000006150506,0.0019647556,0.000010505015,0.0031453706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997502,0.000015321371,0.000013999795,0.00004510173,0.00006537496,0.00010996988],"domain_scores_gemma":[0.99896085,0.0000686962,0.0001239261,0.000023787163,0.00053311366,0.00028956129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029062293,0.00016728132,0.00028409724,0.0009979146,0.0020210827,0.0017187471,0.000554118,0.00037787613,0.003910473],"category_scores_gemma":[0.0009912782,0.00020503583,0.0003653299,0.003930909,0.00057374104,0.0005778342,0.0009347547,0.00074115227,0.00021580534],"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":[0.00013533435,0.000063730746,0.9610538,0.00007664833,0.00015593787,0.00025138876,0.0016549394,0.004384741,0.0005150759,0.0015404056,0.010028687,0.02013931],"study_design_scores_gemma":[0.0000053641074,0.0000041091503,0.9942562,0.000018623616,0.00001898349,0.00001685087,0.0012432581,0.001211343,0.000037146183,0.000079646976,0.0030944117,0.000014062736],"about_ca_topic_score_codex":0.9980393,"about_ca_topic_score_gemma":0.9991794,"teacher_disagreement_score":0.02687763,"about_ca_system_score_codex":0.02687763,"about_ca_system_score_gemma":0.027073191,"threshold_uncertainty_score":0.19501173},"labels":[],"label_agreement":null},{"id":"W2885873255","doi":"","title":"Historical trends in the risk of spring frost damages to fruit trees in Eastern Canada","year":2014,"lang":"en","type":"article","venue":"20th International Congress of Biometeorology (28 September–2 October 2014)","topic":"Plant Physiology and Cultivation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Frost (temperature); Spring (device); Damages; Geography; Political science; Engineering; Law; Meteorology","score_opus":0.018788372048302714,"score_gpt":0.24336272217076188,"score_spread":0.22457435012245916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885873255","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":[0.9894246,0.0016219612,0.00011041954,0.0006041638,0.00001866677,0.000010827344,0.0044807,0.000020212521,0.0037084385],"genre_scores_gemma":[0.9962954,0.0007322774,0.00008400647,0.000047495763,0.0000069659654,0.0000029097816,0.0011799877,0.0000045593647,0.0016463771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999627,0.000014935124,0.00002779792,0.00005620247,0.0001127992,0.00016120324],"domain_scores_gemma":[0.9978327,0.00009360155,0.00033462033,0.000034128632,0.001203038,0.0005018764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031073313,0.00019914114,0.00019802326,0.0020463276,0.0016915939,0.0011678259,0.00081300864,0.0004968963,0.003008036],"category_scores_gemma":[0.0011516793,0.00021794802,0.00032359656,0.003385689,0.00063512346,0.00039644894,0.0006471327,0.00072668697,0.00027150748],"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":[0.00006293135,0.000017381382,0.99219596,0.000025474648,0.00005633292,0.00011729206,0.00061670237,0.00029046347,0.00029749257,0.00024164189,0.0011312374,0.0049470277],"study_design_scores_gemma":[0.0000010320223,0.0000044441726,0.9981122,0.000009975614,0.000007932407,0.000046489215,0.0006512022,0.00016379113,0.00003532021,0.000016921596,0.00094523455,0.0000054550105],"about_ca_topic_score_codex":0.98872733,"about_ca_topic_score_gemma":0.99629694,"teacher_disagreement_score":0.017467689,"about_ca_system_score_codex":0.017467689,"about_ca_system_score_gemma":0.010642741,"threshold_uncertainty_score":0.1267376},"labels":[],"label_agreement":null},{"id":"W2886103768","doi":"","title":"Application of the Universal Thermal Climate Index for Operational Forecasting in Canada","year":2014,"lang":"en","type":"article","venue":"20th International Congress of Biometeorology (28 September–2 October 2014)","topic":"Atmospheric and Environmental Gas Dynamics","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":"Index (typography); Climatology; Meteorology; Climate change; Environmental science; Computer science; Econometrics; Economics; Geography; Geology","score_opus":0.005918069464779438,"score_gpt":0.20454855343190315,"score_spread":0.1986304839671237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886103768","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":[0.93854016,0.0019965086,0.013487532,0.0024021112,0.00026400163,0.00014186838,0.016844235,0.0007579266,0.025565675],"genre_scores_gemma":[0.9836945,0.0005990556,0.008002479,0.000048738122,0.000017998675,0.00002070969,0.003981628,0.00004777967,0.0035872434],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954456,0.000056062298,0.000033108157,0.00007973563,0.00018198395,0.00010455035],"domain_scores_gemma":[0.9982376,0.00019833643,0.00006180359,0.000046049758,0.0012800893,0.00017618132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011093598,0.00043267934,0.000427226,0.0015246993,0.001326674,0.0019222056,0.0011126916,0.0003270753,0.0021648256],"category_scores_gemma":[0.0036341075,0.00021002884,0.0003800345,0.0034333724,0.00029254972,0.0006274873,0.0004967859,0.0005939577,0.00020344017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004337373,0.00020015206,0.31379262,0.00020961199,0.00022487278,0.00028521614,0.00059355266,0.399747,0.0013505459,0.009492786,0.038720332,0.23494966],"study_design_scores_gemma":[0.000043316646,0.00003105355,0.15172869,0.000058491332,0.00007437959,0.000030358276,0.0009122939,0.8311774,0.0009900067,0.0011058436,0.013780215,0.000068057474],"about_ca_topic_score_codex":0.9966288,"about_ca_topic_score_gemma":0.99617416,"teacher_disagreement_score":0.027435496,"about_ca_system_score_codex":0.027435496,"about_ca_system_score_gemma":0.03757678,"threshold_uncertainty_score":0.19905937},"labels":[],"label_agreement":null},{"id":"W2886687523","doi":"","title":"Extremes in health-meteorology relationship, applied to cardiovascular diseases in Québec, Canada","year":2014,"lang":"en","type":"article","venue":"20th International Congress of Biometeorology (28 September–2 October 2014)","topic":"Climate Change and Health Impacts","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":"Meteorology; Climatology; Environmental science; Geography; Geology","score_opus":0.020276352587837596,"score_gpt":0.27518818230040537,"score_spread":0.25491182971256776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886687523","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":[0.9421018,0.0037020463,0.0057212184,0.0038676404,0.00018116756,0.00016394856,0.030455822,0.0002092174,0.013597207],"genre_scores_gemma":[0.9934995,0.00047516185,0.0011581696,0.00011682382,0.000027779624,0.000038029066,0.002769259,0.000012144911,0.0019031541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948704,0.00013904941,0.000047953527,0.00007955376,0.00012662985,0.00011973762],"domain_scores_gemma":[0.9986437,0.00030830989,0.00012765003,0.000046713703,0.0006297492,0.00024384644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157707,0.00033011747,0.0003806382,0.0012604443,0.001215737,0.0013041085,0.0010716359,0.00043374745,0.0027121142],"category_scores_gemma":[0.003008831,0.00014124856,0.00060134166,0.003149021,0.00046798604,0.00029768105,0.0008396836,0.00097373716,0.00013864644],"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":[0.00008324145,0.000044646196,0.96703714,0.000054161133,0.0001686454,0.00011580828,0.000430218,0.008635118,0.00019639533,0.0017137788,0.0066248635,0.0148958685],"study_design_scores_gemma":[0.000008333628,0.000017346903,0.9844803,0.00003003835,0.000047361995,0.000021873235,0.0006778126,0.01121376,0.000061472034,0.00028791107,0.0031368784,0.000016827538],"about_ca_topic_score_codex":0.9973117,"about_ca_topic_score_gemma":0.9971334,"teacher_disagreement_score":0.01657918,"about_ca_system_score_codex":0.01657918,"about_ca_system_score_gemma":0.020377766,"threshold_uncertainty_score":0.120290935},"labels":[],"label_agreement":null},{"id":"W2886967238","doi":"","title":"Changing climate: How it affects air travel in northern Canadian communities","year":2014,"lang":"en","type":"article","venue":"20th International Congress of Biometeorology (28 September–2 October 2014)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Air travel; Geography; Climate change; Meteorology; Aviation; Geology; Engineering; Oceanography","score_opus":0.026271492713516552,"score_gpt":0.3268365840782542,"score_spread":0.3005650913647377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886967238","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":[0.9863831,0.0013655967,0.00012500837,0.0029223275,0.00005630272,0.00003771139,0.0007011322,0.000007285603,0.008401532],"genre_scores_gemma":[0.99715793,0.0007999419,0.00010430469,0.00020251023,0.000010765647,0.000015447586,0.0001634441,0.000007257483,0.0015384716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845684,0.0002100286,0.0000401151,0.00013607516,0.00021659416,0.00094026723],"domain_scores_gemma":[0.9984085,0.00012547256,0.00017627567,0.000037192905,0.00062069274,0.0006319252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077583926,0.00028289692,0.00041321918,0.0010601064,0.010023171,0.003684219,0.0014096347,0.0009451182,0.0038342646],"category_scores_gemma":[0.002409676,0.00029991727,0.00066312077,0.0040794685,0.0018850896,0.0011355511,0.0022767803,0.0013569884,0.00022982774],"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":[0.00018947481,0.00018404923,0.888709,0.00013685414,0.00014319982,0.00047731455,0.07839569,0.0005137748,0.0005382494,0.001506965,0.006599938,0.022605479],"study_design_scores_gemma":[0.000004111099,0.000018363393,0.8755166,0.000097457654,0.000035626417,0.000053903826,0.11762002,0.00018146676,0.000055101507,0.00018225433,0.0061952467,0.000039850413],"about_ca_topic_score_codex":0.9975395,"about_ca_topic_score_gemma":0.9992244,"teacher_disagreement_score":0.038424276,"about_ca_system_score_codex":0.038424276,"about_ca_system_score_gemma":0.04829875,"threshold_uncertainty_score":0.27878892},"labels":[],"label_agreement":null},{"id":"W2890459574","doi":"","title":"Characteristics of the neighbourhood and dwelling most strongly associated with the harmful health effects of heat in low-income areas","year":2014,"lang":"en","type":"article","venue":"20th International Congress of Biometeorology (28 September–2 October 2014)","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Neighbourhood (mathematics); Urban heat island; Geography; Mathematics; Meteorology","score_opus":0.009923956704000104,"score_gpt":0.2583755207940869,"score_spread":0.24845156409008678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890459574","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":[0.9988294,0.00022247065,0.000057294408,0.000069734844,0.000012177924,0.0000039570255,0.00034815137,0.0000021917974,0.00045463222],"genre_scores_gemma":[0.9995461,0.00006448343,0.00003338825,0.000012161526,0.000011617465,0.0000025820957,0.00016193718,0.0000016959576,0.00016607347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997396,0.00005835623,0.00003516625,0.0000565113,0.000032156546,0.000078184945],"domain_scores_gemma":[0.99893194,0.00013991892,0.0004168504,0.000067994726,0.00012345846,0.00031973986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020513614,0.00017842453,0.00038996094,0.00071322516,0.0007602898,0.0005872569,0.0003179459,0.00044982368,0.0034208554],"category_scores_gemma":[0.0011961898,0.00018133681,0.00062063726,0.001172231,0.0003725615,0.00033784943,0.0005462476,0.0005710176,0.0002735336],"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":[0.000116353534,0.000047661855,0.9979115,0.00001426584,0.00007589233,0.00007534009,0.00014570709,0.000045844656,0.0004273286,0.00003173865,0.00014346807,0.0009649258],"study_design_scores_gemma":[0.0000013263812,0.000027014152,0.9993175,0.0000046395403,0.000017023593,0.000064745574,0.0003573981,0.00008480012,0.000026438547,0.000034256987,0.000061743376,0.000003086618],"about_ca_topic_score_codex":0.021603998,"about_ca_topic_score_gemma":0.034877878,"teacher_disagreement_score":0.021603998,"about_ca_system_score_codex":0.0002616946,"about_ca_system_score_gemma":0.00036745574,"threshold_uncertainty_score":0.04295653},"labels":[],"label_agreement":null}]}