{"meta":{"query_hash":"15d1ae72bd6a","filters":{"venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1"},"cohort_total":23,"direct_labels_cover":0,"predictions_cover":23,"exported":23,"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/15d1ae72bd6a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Qatar+Foundation+Annual+Research+Forum+Volume+2012+Issue+1"},"results":[{"id":"W1969167989","doi":"10.5339/qfarf.2012.aesnp9","title":"Efficient manufacturing of viral vectors for cancer therapies","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","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":"National Research Council Canada","funders":"","keywords":"HEK 293 cells; Oncolytic virus; Genetic enhancement; Viral vector; Transfection; Cell culture; Computational biology; Virus; Virology; Computer science; Medicine; Biology; Gene; Recombinant DNA","score_opus":0.0376630507953698,"score_gpt":0.3885552562156193,"score_spread":0.3508922054202495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969167989","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":[0.064797245,0.04435462,0.8520938,0.0015608182,0.0017142496,0.0022640678,0.0035604285,0.002541034,0.027113687],"genre_scores_gemma":[0.24403556,0.054780077,0.6541732,0.00080067303,0.0003209907,0.0020010977,0.008012919,0.00072326063,0.03515231],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983851,0.00030270652,0.00017002123,0.00017996036,0.0008523175,0.00010996581],"domain_scores_gemma":[0.9997179,0.00005826643,0.00006826903,0.00005329057,0.0000809133,0.000021272981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015043411,0.00068147044,0.0006974964,0.001150996,0.00047751667,0.0017269662,0.0007120452,0.00092575705,0.0023731864],"category_scores_gemma":[0.0009855466,0.00056720217,0.0006140548,0.00085957354,0.00045484392,0.0008405597,0.00085839984,0.0017579835,0.0035368307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008678185,0.0000783833,0.00021327627,0.0006618803,0.000032739306,0.00024659286,0.00018216913,0.0012313074,0.8991749,0.013049458,0.00539554,0.079647],"study_design_scores_gemma":[0.00003613772,0.00039915962,0.0005571713,0.00014549785,0.000039793365,0.0009395597,0.000055964414,0.002705861,0.7643866,0.0029743658,0.22771543,0.000044372642],"about_ca_topic_score_codex":0.00035670443,"about_ca_topic_score_gemma":0.0006130884,"teacher_disagreement_score":0.0023731864,"about_ca_system_score_codex":0.00082902185,"about_ca_system_score_gemma":0.00057662465,"threshold_uncertainty_score":0.007955849},"labels":[],"label_agreement":null},{"id":"W1970782935","doi":"10.5339/qfarf.2012.aesnp17","title":"Efficient siRNA delivery and gene silencing using self-assembled rosette nanotubes","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","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":"National Institute for Nanotechnology","funders":"","keywords":"Gene silencing; Nanotechnology; Materials science; Nanomaterials; Computer science; Computational biology; Chemistry; Biology; Gene; Biochemistry","score_opus":0.03096049926077457,"score_gpt":0.33537927237993126,"score_spread":0.30441877311915666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970782935","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":[0.95022863,0.0022544789,0.044258222,0.00014911262,0.000027862989,0.00016688165,0.0002598572,0.0002858609,0.0023690828],"genre_scores_gemma":[0.95275676,0.0011149199,0.043205574,0.000078927864,0.000007166147,0.00011061322,0.00039687648,0.00004509216,0.002284007],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997645,0.00005190618,0.000026839247,0.000057282017,0.0000728029,0.000026632008],"domain_scores_gemma":[0.99982303,0.00004399122,0.000051286894,0.00001703638,0.000047556772,0.000017213315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030412665,0.00027393523,0.00017490837,0.00019866078,0.00012246444,0.0002721253,0.0002886857,0.00044610907,0.00042040084],"category_scores_gemma":[0.00031349747,0.0001467942,0.00023763029,0.00012617091,0.00022333843,0.0003126957,0.0002023481,0.000286127,0.0003521189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003151078,0.000017379914,0.000099475714,0.00005262759,0.000008166314,0.000029907846,0.000015642674,0.0005076221,0.99734014,0.00018242495,0.000038351853,0.001676708],"study_design_scores_gemma":[0.000005622434,0.0001035117,0.0002298006,0.0000032081675,0.0000069394428,0.000057906254,0.0000054101365,0.0033397644,0.9952005,0.000021010112,0.0010223889,0.000004013821],"about_ca_topic_score_codex":0.00030996738,"about_ca_topic_score_gemma":0.00058105815,"teacher_disagreement_score":0.00044610907,"about_ca_system_score_codex":0.00028689156,"about_ca_system_score_gemma":0.00020301425,"threshold_uncertainty_score":0.002081573},"labels":[],"label_agreement":null},{"id":"W1977325228","doi":"10.5339/qfarf.2012.aesnp10","title":"Mice as animal models for human disease","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","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":"Montreal Clinical Research Institute","funders":"","keywords":"Disease; Immune system; Immunology; Immunodeficiency; Wasting; Biology; Genetically modified mouse; Cancer; Transgene; Medicine; Virology; Pathology; Genetics; Internal medicine; Gene","score_opus":0.05427951003302652,"score_gpt":0.39464361926333025,"score_spread":0.34036410923030375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977325228","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08642387,0.25172314,0.44363472,0.0099874595,0.008849874,0.0070363833,0.029169986,0.009002906,0.15417166],"genre_scores_gemma":[0.28836432,0.21455023,0.3509022,0.007139482,0.0017594796,0.023768397,0.047096245,0.0013467299,0.065072924],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99751186,0.0012775932,0.0002176336,0.00026306257,0.0005420416,0.00018786578],"domain_scores_gemma":[0.99858034,0.00038101737,0.00018689768,0.00048855314,0.00021598004,0.00014731735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045206314,0.001249297,0.0012641829,0.0021166126,0.00061095995,0.001637023,0.0016201787,0.0019162002,0.01597882],"category_scores_gemma":[0.0015906699,0.0004767703,0.00065889995,0.0013621177,0.0012437612,0.0014400375,0.0013836214,0.0031912464,0.0063603967],"study_design_candidate":"theoretical_or_conceptual","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":[0.0030493124,0.0027273358,0.004977762,0.0068286248,0.0006085306,0.0022312428,0.00078827026,0.0022296857,0.4460999,0.1375661,0.105964966,0.28692827],"study_design_scores_gemma":[0.0005488752,0.0033699453,0.0038666988,0.0017698724,0.00043755388,0.005222578,0.00025238807,0.0016273512,0.06376067,0.021741519,0.8973073,0.00009538148],"about_ca_topic_score_codex":0.00044495708,"about_ca_topic_score_gemma":0.00060948066,"teacher_disagreement_score":0.01597882,"about_ca_system_score_codex":0.00060100993,"about_ca_system_score_gemma":0.00088884856,"threshold_uncertainty_score":0.05345446},"labels":[],"label_agreement":null},{"id":"W1980492742","doi":"10.5339/qfarf.2012.bmp28","title":"Utility of vitamins in the prevention of type 2 diabetes mellitus and its complications: A public health perspective","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Vitamin C and Antioxidants Research","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Medicine; Micronutrient; Type 2 Diabetes Mellitus; Disease; Diabetes mellitus; Population; Type 2 diabetes; Insulin resistance; Environmental health; Immunology; Internal medicine; Endocrinology; Pathology","score_opus":0.12354856895943175,"score_gpt":0.43911157726675903,"score_spread":0.3155630083073273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980492742","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015389309,0.9766382,0.0002778974,0.019608518,0.00046912167,0.0000096356525,0.00007357118,0.000008940387,0.0013750985],"genre_scores_gemma":[0.017394183,0.9752876,0.0012196809,0.0042121247,0.0012731384,0.000024123165,0.000049898674,0.000002101472,0.0005372442],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942744,0.0002534999,0.000075225485,0.00005752889,0.00013695784,0.000049388684],"domain_scores_gemma":[0.99811697,0.0010367816,0.0002790769,0.00003615291,0.00043363494,0.00009752967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002080432,0.00062553684,0.001369156,0.0024480505,0.00038186228,0.0015796046,0.0007743059,0.0027629845,0.0038233176],"category_scores_gemma":[0.0021137292,0.00017000706,0.0007316324,0.0014934187,0.0006274736,0.0016355951,0.00058017136,0.0020682428,0.00048303572],"study_design_candidate":"not_applicable","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":[0.0014713908,0.0010806666,0.010819655,0.045755528,0.0017920911,0.0017452098,0.00034900167,0.00079108437,0.005426525,0.013637248,0.037474647,0.87965703],"study_design_scores_gemma":[0.0008997534,0.0049447194,0.047225337,0.082456134,0.0054141227,0.007646861,0.0025696352,0.0011516893,0.0031599968,0.03348184,0.8109135,0.00013646195],"about_ca_topic_score_codex":0.0023928303,"about_ca_topic_score_gemma":0.0045572836,"teacher_disagreement_score":0.0038233176,"about_ca_system_score_codex":0.0009242732,"about_ca_system_score_gemma":0.00219217,"threshold_uncertainty_score":0.012790263},"labels":[],"label_agreement":null},{"id":"W1995716528","doi":"10.5339/qfarf.2012.ahp9","title":"The chief financial officer of the 21st century","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","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":"Officer; Accounting; Strategist; Stock exchange; Business; Management; Public relations; Political science; Finance; Marketing; Economics","score_opus":0.048443834951210143,"score_gpt":0.35109066902706637,"score_spread":0.30264683407585624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995716528","genre_codex":"other","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":[0.011449188,0.05609292,0.0019635484,0.22607906,0.032567073,0.000097117314,0.0011143219,0.00040351346,0.67023325],"genre_scores_gemma":[0.1359509,0.033989385,0.0022643872,0.025823541,0.011535094,0.00007435714,0.0006704987,0.00017089401,0.789521],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557906,0.00089664845,0.0003773834,0.0004968617,0.0017870492,0.0008629668],"domain_scores_gemma":[0.99142784,0.0010634889,0.0011392011,0.00051205076,0.002793606,0.0030638294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030764034,0.00046046567,0.0004528288,0.0017289075,0.0034194235,0.009814566,0.0007104307,0.0020704356,0.058069438],"category_scores_gemma":[0.014553281,0.00024869226,0.0001270073,0.002595866,0.0018716387,0.0044547003,0.0031040641,0.003100363,0.026152857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029144487,0.0000114772265,0.0016641975,0.00014364914,0.000004398955,0.00014919323,0.0013059492,0.000044447454,0.000234278,0.05520903,0.8456054,0.095598966],"study_design_scores_gemma":[0.0000020087234,0.0000072433277,0.00082125264,0.00010069066,0.0000010281427,0.00010531168,0.00033832245,0.000018002827,0.00004647001,0.0011493922,0.997405,0.0000053545014],"about_ca_topic_score_codex":0.006546518,"about_ca_topic_score_gemma":0.0078004617,"teacher_disagreement_score":0.058069438,"about_ca_system_score_codex":0.0030547322,"about_ca_system_score_gemma":0.009053369,"threshold_uncertainty_score":0.19426161},"labels":[],"label_agreement":null},{"id":"W1996307658","doi":"10.5339/qfarf.2012.eep38","title":"The possibility to lower building energy consumptions in Qatar","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Heat pump; Photovoltaic system; Renewable energy; Air conditioning; Electricity; Fossil fuel; Environmental science; Automotive engineering; Energy consumption; Water cooling; Environmental economics; Engineering; Waste management; Mechanical engineering; Electrical engineering; Heat exchanger","score_opus":0.02652169266799969,"score_gpt":0.33407096836466316,"score_spread":0.30754927569666346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996307658","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":[0.75775486,0.011219413,0.05805696,0.004133945,0.0003279781,0.00021634999,0.0017915086,0.00053861475,0.16596033],"genre_scores_gemma":[0.96716166,0.0019689088,0.018140951,0.00032272952,0.00003499414,0.00005306212,0.0004668819,0.00003012722,0.011820621],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99985135,0.00003622478,0.000005923038,0.000021262656,0.000047525344,0.000037569836],"domain_scores_gemma":[0.99992895,0.00001081765,0.000012831157,0.000009445143,0.000030999134,0.000006916663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025433383,0.00037623759,0.00023386028,0.0003370836,0.00056169985,0.0007796903,0.00039960566,0.00038413896,0.009338869],"category_scores_gemma":[0.00024682048,0.00009523239,0.0004320238,0.0005739497,0.00024045043,0.00054572587,0.000587242,0.00038886786,0.0014329562],"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":[0.0007468918,0.00061776757,0.02605686,0.00306927,0.00016466396,0.0016458335,0.0023205148,0.057275474,0.17473249,0.09700549,0.02279131,0.61357343],"study_design_scores_gemma":[0.0001318353,0.0027816943,0.23821793,0.0010116308,0.0004083201,0.0026886568,0.008357994,0.05367961,0.088068314,0.0380374,0.56647784,0.00013881573],"about_ca_topic_score_codex":0.0059418576,"about_ca_topic_score_gemma":0.01156088,"teacher_disagreement_score":0.009338869,"about_ca_system_score_codex":0.0006790348,"about_ca_system_score_gemma":0.0007917793,"threshold_uncertainty_score":0.031241596},"labels":[],"label_agreement":null},{"id":"W2004888680","doi":"10.5339/qfarf.2012.aesnp11","title":"The proprotein convertases in health and disease","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Proprotein Convertases; Furin; Proteases; PCSK9; Kexin; Proprotein convertase; Subtilisin; Serine; Biology; Serine protease; Endoplasmic reticulum; Sterol regulatory element-binding protein; Golgi apparatus; Cell biology; Biochemistry; Computational biology; Protease; LDL receptor; Enzyme; Cholesterol; Gene; Transcription factor","score_opus":0.025214323414815637,"score_gpt":0.3384107680882165,"score_spread":0.3131964446734009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004888680","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004649221,0.969427,0.0011261748,0.01045428,0.0025271652,0.000016571908,0.00012457733,0.00004225466,0.011632834],"genre_scores_gemma":[0.07396797,0.8990046,0.0026148227,0.00553154,0.006564699,0.00005114465,0.0003835631,0.000019072033,0.011862587],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971646,0.000072008785,0.000036663972,0.00004206673,0.00008424864,0.00004842174],"domain_scores_gemma":[0.99970907,0.00007544285,0.000062894214,0.000011409344,0.00007009482,0.00007102409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006083838,0.00049091707,0.0004617095,0.00085536006,0.00022446495,0.0012512835,0.00038932412,0.0010928815,0.0035110228],"category_scores_gemma":[0.0007002702,0.00008266159,0.00022741189,0.00075207575,0.000794197,0.0007212466,0.00081935216,0.0017223943,0.0013970135],"study_design_candidate":"not_applicable","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":[0.0007753874,0.0001522796,0.008714453,0.0037212134,0.00022290178,0.003752317,0.00047072742,0.0005126207,0.010097539,0.052864663,0.103689454,0.81502646],"study_design_scores_gemma":[0.00007482835,0.00035510902,0.014821852,0.0029537298,0.00011116488,0.014911952,0.00046673097,0.00027113323,0.002382947,0.039903007,0.9237065,0.000041043433],"about_ca_topic_score_codex":0.0005931403,"about_ca_topic_score_gemma":0.00037443917,"teacher_disagreement_score":0.0035110228,"about_ca_system_score_codex":0.00048508,"about_ca_system_score_gemma":0.00069799286,"threshold_uncertainty_score":0.0117455125},"labels":[],"label_agreement":null},{"id":"W2008025217","doi":"10.5339/qfarf.2012.aesnp3","title":"ReStore: Reusing results of MapReduce jobs","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Workflow; Big data; Terabyte; Petabyte; Dataflow; Programming paradigm; Query language; Database; Distributed computing; Operating system; Programming language","score_opus":0.05312382764743864,"score_gpt":0.356279139539905,"score_spread":0.30315531189246636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008025217","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":[0.027906232,0.00061305036,0.52197224,0.0004970915,0.00062707096,0.00063174265,0.0031699347,0.43673718,0.007845492],"genre_scores_gemma":[0.2697191,0.0007243176,0.63451785,0.0010217146,0.00027423532,0.00054219196,0.018613014,0.062106043,0.012481537],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965829,0.00043144217,0.00032707117,0.0009138536,0.0013504424,0.00039432905],"domain_scores_gemma":[0.994034,0.001163494,0.00022798622,0.0033041926,0.0008836412,0.00038673438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005375346,0.002299676,0.001303201,0.0021686554,0.0010868489,0.0034811657,0.004915161,0.00087336224,0.0047827763],"category_scores_gemma":[0.009409269,0.0017764304,0.002842961,0.0016321013,0.0018746806,0.004817592,0.0046246205,0.0029640996,0.004774155],"study_design_candidate":"simulation_or_modeling","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":[0.0048473794,0.001544809,0.011445842,0.0025735805,0.000855413,0.0020086751,0.0040874477,0.053046692,0.09802918,0.02930909,0.19541854,0.5968333],"study_design_scores_gemma":[0.0010271794,0.0008982136,0.007133238,0.00028620308,0.00049035094,0.0010658223,0.00084071036,0.3372646,0.28083372,0.04315595,0.3262335,0.00077056605],"about_ca_topic_score_codex":0.005624435,"about_ca_topic_score_gemma":0.0033165086,"teacher_disagreement_score":0.005624435,"about_ca_system_score_codex":0.0010056003,"about_ca_system_score_gemma":0.0030238978,"threshold_uncertainty_score":0.02842784},"labels":[],"label_agreement":null},{"id":"W2010659871","doi":"10.5339/qfarf.2012.eep86","title":"Forecasting breaks of oil and gas pipelines","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","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":"Concordia University","funders":"","keywords":"Pipeline transport; Pipeline (software); Damages; Petroleum engineering; Petroleum; Hazardous waste; Petroleum industry; Corrosion; Forensic engineering; Natural gas; Petroleum product; Fossil fuel; Fuzzy logic; Environmental science; Engineering; Computer science; Risk analysis (engineering); Waste management; Environmental engineering; Geology; Mechanical engineering; Business; Artificial intelligence","score_opus":0.04582366310366809,"score_gpt":0.3274711430722277,"score_spread":0.2816474799685596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010659871","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":[0.9817785,0.00011932304,0.016089972,0.000108720116,0.000012120239,0.000024780573,0.0004617072,0.00017299636,0.0012319604],"genre_scores_gemma":[0.9977443,0.00003883717,0.0017085619,0.0000028732056,0.0000019313443,0.0000043610644,0.00019276622,0.0000022927647,0.00030406893],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998318,0.000027168611,0.00001030403,0.000041673615,0.00005903019,0.000030035852],"domain_scores_gemma":[0.99946827,0.00018798199,0.00014620548,0.000027538505,0.00012719426,0.00004283713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031661193,0.00044046203,0.00032269696,0.0010436336,0.00024068922,0.00045282496,0.00035485948,0.0007812332,0.0006462378],"category_scores_gemma":[0.0018096872,0.0002282184,0.00037557984,0.00041931262,0.00014165427,0.0005475166,0.00022440395,0.00039406965,0.0001414769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013202694,0.000048038848,0.050452586,0.000032645316,0.0000389206,0.00025186813,0.000077478544,0.92909044,0.0031341806,0.0004008892,0.00056468777,0.015776303],"study_design_scores_gemma":[0.0000022285742,0.000039575956,0.015232993,0.0000039374454,0.0000071994514,0.00002492996,0.00004710871,0.98347765,0.0008285301,0.0001576199,0.0001726236,0.0000055376586],"about_ca_topic_score_codex":0.033062313,"about_ca_topic_score_gemma":0.0255776,"teacher_disagreement_score":0.033062313,"about_ca_system_score_codex":0.0009101046,"about_ca_system_score_gemma":0.00035768907,"threshold_uncertainty_score":0.06573975},"labels":[],"label_agreement":null},{"id":"W2020564554","doi":"10.5339/qfarf.2012.eeps6","title":"Carbon mineralization at low temperature: prospects and challenges","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"CO2 Sequestration and Geologic Interactions","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":"Environmental science; Fossil fuel; Greenhouse gas; Global warming; Raw material; Atmospheric carbon cycle; Atmosphere (unit); Carbon fibers; Climate change; Carbon dioxide; Carbon cycle; Climate change mitigation; Carbon capture and storage (timeline); Environmental protection; Waste management; Carbon sequestration; Meteorology; Engineering; Chemistry; Geology; Materials science; Geography; Ecology","score_opus":0.041012822914179146,"score_gpt":0.3296721452656605,"score_spread":0.2886593223514814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020564554","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021190446,0.7960395,0.011555209,0.13686964,0.0048074,0.000044117452,0.0006911333,0.00038515928,0.028417408],"genre_scores_gemma":[0.17521267,0.7748861,0.013882967,0.015642315,0.006435226,0.0001742973,0.00081248675,0.00020148198,0.012752448],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998642,0.0002875404,0.000056776767,0.0003215856,0.00041415138,0.00027794947],"domain_scores_gemma":[0.99663615,0.0012628172,0.00029952233,0.0002097696,0.0009448512,0.00064678007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003944176,0.00066773786,0.0015832997,0.00067629997,0.0011278995,0.0037933078,0.0023681824,0.005067287,0.011263104],"category_scores_gemma":[0.0029326866,0.00038633696,0.0009973415,0.0011286959,0.0041550975,0.00901745,0.0026674555,0.004760831,0.004907552],"study_design_candidate":"theoretical_or_conceptual","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":[0.0009904742,0.00061236403,0.0053453944,0.0130870165,0.00018069986,0.0018231062,0.00081854867,0.010044202,0.043287087,0.19773374,0.12703003,0.59904736],"study_design_scores_gemma":[0.000049114515,0.0006896188,0.0030732527,0.0023013363,0.00008355784,0.001256575,0.0031961817,0.005209306,0.016878076,0.1990053,0.7680617,0.00019601133],"about_ca_topic_score_codex":0.002371111,"about_ca_topic_score_gemma":0.0030808714,"teacher_disagreement_score":0.011263104,"about_ca_system_score_codex":0.0018289158,"about_ca_system_score_gemma":0.003725538,"threshold_uncertainty_score":0.037678838},"labels":[],"label_agreement":null},{"id":"W2023161546","doi":"10.5339/qfarf.2012.aesnp18","title":"Insights into the mechanism of function of a protein unfolding and degradation system","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Peptidase Inhibition and Analysis","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":"University of Toronto","funders":"","keywords":"Proteases; Protease; Chaperone (clinical); Serine protease; Biochemistry; Chemistry; Cell biology; AAA proteins; Protein degradation; Biophysics; Enzyme; Biology; ATPase","score_opus":0.03451223695914552,"score_gpt":0.33388011973266296,"score_spread":0.29936788277351745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023161546","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":[0.8077046,0.07498832,0.09847525,0.003870579,0.00014109325,0.000243619,0.00029562524,0.00045209273,0.013828901],"genre_scores_gemma":[0.96820295,0.016940145,0.011703602,0.00056088873,0.000042322015,0.000033154745,0.00012888182,0.000009160847,0.002378907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998847,0.00001913087,0.000009652284,0.000022301801,0.000033462948,0.000030653548],"domain_scores_gemma":[0.999923,0.000018277175,0.000024007119,0.000008870453,0.00001348852,0.0000124335575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002700885,0.00048714408,0.00038105334,0.0003065121,0.00018861554,0.00066304614,0.00028317593,0.0005790231,0.0011721685],"category_scores_gemma":[0.00014190844,0.00020326412,0.0003426036,0.00010082248,0.0004907266,0.0007193044,0.00020995614,0.0009849173,0.0003163232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019012748,0.00008987823,0.0006111219,0.00024063673,0.00002226319,0.00040916612,0.00006496483,0.003039573,0.96827245,0.009599821,0.00021562065,0.01724439],"study_design_scores_gemma":[0.00008942945,0.002154543,0.0053843344,0.00004253288,0.000066610744,0.0028150333,0.00013274874,0.020476328,0.94186133,0.0063984436,0.02053806,0.0000406426],"about_ca_topic_score_codex":0.0004837803,"about_ca_topic_score_gemma":0.00033993865,"teacher_disagreement_score":0.0011721685,"about_ca_system_score_codex":0.0006641738,"about_ca_system_score_gemma":0.00048738418,"threshold_uncertainty_score":0.004818976},"labels":[],"label_agreement":null},{"id":"W2025917318","doi":"10.5339/qfarf.2012.eep95","title":"Future energy independence in the western hemisphere: Impact on Qatar and the Gulf region","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Global Energy Security and Policy","field":"Energy","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":"Natural resource economics; Energy independence; Scarcity; Natural resource; Fossil fuel; Economy; Renewable energy; Geography; Development economics; Economics; Business; Political science; Engineering; Market economy","score_opus":0.02930643242606042,"score_gpt":0.35324152735195974,"score_spread":0.32393509492589934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025917318","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":[0.8571012,0.013386191,0.00022137826,0.042728618,0.00029415695,0.00001816494,0.0015477068,0.000020922995,0.08468163],"genre_scores_gemma":[0.9884261,0.0060733114,0.00018959315,0.0018695736,0.000071796385,0.000007906959,0.00030919802,0.000005997265,0.0030465964],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997613,0.00005686973,0.0000073527167,0.000015595551,0.000038941373,0.00011987023],"domain_scores_gemma":[0.999754,0.000030121633,0.00006917897,0.000008398119,0.000070711794,0.00006766931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065475993,0.00023628873,0.00017214262,0.0006812532,0.0014883456,0.0017418036,0.00021576132,0.0004885228,0.0060412195],"category_scores_gemma":[0.0005855553,0.000109460765,0.00032814848,0.0015693202,0.0010979777,0.0011679906,0.0014033741,0.00078947126,0.0004235913],"study_design_candidate":"theoretical_or_conceptual","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":[0.0013614845,0.0003997317,0.5843838,0.00093299366,0.0002809566,0.006149296,0.013062937,0.0071318904,0.005843857,0.11694739,0.053812366,0.20969324],"study_design_scores_gemma":[0.00009214555,0.00018712912,0.8511262,0.00049572147,0.00012976662,0.00091565645,0.026995007,0.0017193652,0.0009355862,0.008797295,0.10856388,0.00004223638],"about_ca_topic_score_codex":0.102736935,"about_ca_topic_score_gemma":0.09858883,"teacher_disagreement_score":0.102736935,"about_ca_system_score_codex":0.0034417752,"about_ca_system_score_gemma":0.0034053123,"threshold_uncertainty_score":0.20427793},"labels":[],"label_agreement":null},{"id":"W2029811292","doi":"10.5339/qfarf.2012.ahp44","title":"Social and economic impacts on the Gulf region in general and Qatar in particular of the expected energy independence of the western hemisphere","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","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":"Natural resource economics; Energy independence; Natural resource; Scarcity; Economics; Economy; Consumption (sociology); Fossil fuel; Renewable energy; Development economics; Geography; Business; Political science; Engineering; Market economy; Sociology","score_opus":0.055110175501513765,"score_gpt":0.303443321744383,"score_spread":0.24833314624286923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029811292","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":[0.79449224,0.0049056266,0.00042866933,0.033223834,0.00019906211,0.000022980435,0.0005969714,0.0000122573065,0.16611837],"genre_scores_gemma":[0.9905625,0.0028992693,0.00024248361,0.0013404071,0.00006197438,0.000011603525,0.00008837508,0.00000468495,0.00478866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996191,0.00016492202,0.000008385613,0.000020382475,0.00004498268,0.00014228074],"domain_scores_gemma":[0.9996846,0.000060550476,0.000106979154,0.000013945615,0.000067547524,0.000066387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000613087,0.00023109141,0.000101358935,0.00068417034,0.002933674,0.0018805375,0.00014165332,0.0004937172,0.009435006],"category_scores_gemma":[0.00068668596,0.000086116444,0.00021952638,0.0009131399,0.0025444916,0.00080405985,0.0018837246,0.0007292784,0.0003908743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028267805,0.00023402965,0.24298777,0.00041854716,0.0002363751,0.002228321,0.033651702,0.0035915016,0.004888186,0.54624784,0.026530009,0.13870306],"study_design_scores_gemma":[0.000025342457,0.00020345076,0.65854067,0.00053178053,0.00006833542,0.0006451959,0.073687345,0.0011533946,0.00088729255,0.05278647,0.21143343,0.00003740054],"about_ca_topic_score_codex":0.022130655,"about_ca_topic_score_gemma":0.039877657,"teacher_disagreement_score":0.022130655,"about_ca_system_score_codex":0.0036582856,"about_ca_system_score_gemma":0.0024253237,"threshold_uncertainty_score":0.044003725},"labels":[],"label_agreement":null},{"id":"W2047434593","doi":"10.5339/qfarf.2012.bmp23","title":"Using CO2 laser for transmyocardial laser revascularization (TMLR)","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Pain Management and Treatment","field":"Medicine","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":"Medicine; Canadian Cardiovascular Society; Cardiology; Internal medicine; Ejection fraction; Angina; Heart failure; Coronary artery disease; Revascularization; Myocardial infarction","score_opus":0.09353301816454786,"score_gpt":0.41155332393721805,"score_spread":0.3180203057726702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047434593","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":[0.9958657,0.0017667741,0.0006566698,0.00010438611,0.00003520917,0.00013751216,0.00004319603,0.000021545482,0.0013690528],"genre_scores_gemma":[0.9962947,0.00092878984,0.0011786618,0.00023226035,0.00010181143,0.00023171367,0.00013267309,0.000006542828,0.00089290057],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999723,0.00006454265,0.00001682336,0.00005655565,0.000062382926,0.0000767798],"domain_scores_gemma":[0.9997956,0.000059176633,0.00005466496,0.0000140098455,0.000018495342,0.00005806017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043431512,0.00026069744,0.0005040204,0.0003159916,0.00036556667,0.00025677818,0.00017921276,0.00039856683,0.0029371977],"category_scores_gemma":[0.0003917896,0.00007760402,0.00047156686,0.00018793516,0.00033608,0.0002259696,0.00025448957,0.00046387684,0.00042604783],"study_design_candidate":"bench_or_experimental","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":[0.049664114,0.019461116,0.3054239,0.0018101711,0.00079499965,0.013850489,0.0009446011,0.0018477889,0.26916036,0.00047442518,0.0029919483,0.333576],"study_design_scores_gemma":[0.0074427803,0.26776734,0.57743055,0.0002556914,0.0012520029,0.057694603,0.0007155754,0.0034755347,0.066733465,0.00032252804,0.016751127,0.00015879844],"about_ca_topic_score_codex":0.0004083552,"about_ca_topic_score_gemma":0.00062835414,"teacher_disagreement_score":0.0029371977,"about_ca_system_score_codex":0.00020488945,"about_ca_system_score_gemma":0.00042494616,"threshold_uncertainty_score":0.009825885},"labels":[],"label_agreement":null},{"id":"W2051284289","doi":"10.5339/qfarf.2012.csp6","title":"Use of emerging mobile computer technology to train the Qatar workforce","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Workforce; Excellence; Information and Communications Technology; Mobile technology; Presentation (obstetrics); Government (linguistics); Test (biology); Mobile device; Computer science; Mobile computing; Knowledge management; Multimedia; Engineering management; Engineering; Medical education; Medicine; Telecommunications; World Wide Web; Political science","score_opus":0.07956477486580388,"score_gpt":0.446690868903954,"score_spread":0.3671260940381501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051284289","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":[0.99066424,0.00060655444,0.00097310747,0.00076203357,0.000023031178,0.00008680287,0.000042628126,0.000030796058,0.006810735],"genre_scores_gemma":[0.9934575,0.00093990273,0.00268033,0.00027529243,0.000018268354,0.000046158788,0.000066944056,0.00000459728,0.002510953],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994869,0.00024542777,0.000021694017,0.000050593106,0.00009691007,0.00009847675],"domain_scores_gemma":[0.99906284,0.00038126486,0.000118003845,0.000043677293,0.00022145461,0.0001728146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011058364,0.00021405566,0.000096643336,0.0003747054,0.0005889601,0.0006356185,0.000299215,0.00034356225,0.0035991406],"category_scores_gemma":[0.0025731714,0.00006726778,0.00013585524,0.00019973065,0.00030496897,0.00042459974,0.0006225316,0.0003520442,0.0010450075],"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":[0.00044673024,0.003372579,0.2200273,0.00097204273,0.000041007916,0.0009047427,0.046050724,0.0012679229,0.027987562,0.0011818403,0.006631557,0.6911161],"study_design_scores_gemma":[0.00023926032,0.024230996,0.768071,0.0017381901,0.00022909157,0.0038683028,0.088487335,0.005044273,0.027713548,0.000901596,0.07937414,0.000102324164],"about_ca_topic_score_codex":0.0025398121,"about_ca_topic_score_gemma":0.0044198865,"teacher_disagreement_score":0.0035991406,"about_ca_system_score_codex":0.00044853208,"about_ca_system_score_gemma":0.0011938193,"threshold_uncertainty_score":0.012040317},"labels":[],"label_agreement":null},{"id":"W2059478287","doi":"10.5339/qfarf.2012.bmp54","title":"Identification of novel genes causing autosomal recessive disorders in Qatari population using whole exome sequencing","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","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":"McGill University and Génome Québec Innovation Centre","funders":"","keywords":"Genetics; Exome sequencing; Biology; Consanguinity; Exome; Population; 1000 Genomes Project; Candidate gene; Disease gene identification; Allele frequency; Gene; Allele; Mutation; Medicine; Genotype; Single-nucleotide polymorphism","score_opus":0.044579631240727655,"score_gpt":0.3669321701375295,"score_spread":0.3223525388968018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059478287","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":[0.9769852,0.004354323,0.007044379,0.00056563946,0.000053916276,0.00012403932,0.009508229,0.00011134591,0.0012529104],"genre_scores_gemma":[0.95079225,0.0041567106,0.021314846,0.0008796572,0.00008830146,0.00016976685,0.020311764,0.000051098825,0.0022356736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997882,0.000021057425,0.000024650388,0.00009359806,0.000040296356,0.0000322385],"domain_scores_gemma":[0.99982893,0.000060822287,0.00005298648,0.000010945896,0.000030056111,0.000016181955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034366612,0.0003909859,0.0004370487,0.001455225,0.00045114866,0.00056775764,0.00029792095,0.0005269377,0.002776644],"category_scores_gemma":[0.0005011793,0.00014131443,0.0006613129,0.0013488162,0.00016876472,0.00021826934,0.00034920647,0.00037493426,0.00033188146],"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":[0.0009744857,0.00023449384,0.4301368,0.0019800444,0.0009883224,0.03037239,0.0022013057,0.0039416496,0.41539556,0.0017381102,0.008438383,0.10359849],"study_design_scores_gemma":[0.00015219611,0.00033536615,0.9308907,0.000311788,0.0007855359,0.021845449,0.0008230524,0.0059270062,0.01490232,0.0015565342,0.022406196,0.00006376287],"about_ca_topic_score_codex":0.0023316615,"about_ca_topic_score_gemma":0.0045050685,"teacher_disagreement_score":0.002776644,"about_ca_system_score_codex":0.00027976412,"about_ca_system_score_gemma":0.00029368038,"threshold_uncertainty_score":0.009288847},"labels":[],"label_agreement":null},{"id":"W2066650468","doi":"10.5339/qfarf.2012.aesnp12","title":"Identification and characterization of inhibitors of G protein-coupled receptor kinase 6 (GRK6) as potential therapeutics for multiple myeloma","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"G protein-coupled receptor kinase; Kinome; Kinase; Beta adrenergic receptor kinase; Protein kinase domain; Gene silencing; Biology; Cell biology; Cancer research; Chemistry; Pharmacology; G protein-coupled receptor; Signal transduction; Biochemistry; Gene","score_opus":0.03675391295082804,"score_gpt":0.36072040571498615,"score_spread":0.3239664927641581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066650468","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":[0.88264614,0.07434337,0.025023548,0.0011326344,0.0002733289,0.0013993465,0.002752951,0.00048024568,0.011948375],"genre_scores_gemma":[0.9325224,0.036612887,0.018093966,0.00073646236,0.00008913868,0.00043112112,0.003717971,0.00006955547,0.007726459],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986815,0.000015723013,0.000011025658,0.000025147838,0.000053855973,0.000025970945],"domain_scores_gemma":[0.9999081,0.000013481967,0.00002325983,0.0000060933953,0.000023246768,0.000025804224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032735578,0.0005872073,0.00078771927,0.0005354129,0.0001789655,0.00041580657,0.0004091745,0.0005211408,0.001779578],"category_scores_gemma":[0.00020283913,0.00024900166,0.00063295953,0.0003152409,0.00014920793,0.00032118597,0.00022577512,0.0010599232,0.00072070654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035153682,0.00027425823,0.00035183414,0.00045193481,0.00006360785,0.00020157281,0.000028590357,0.0014825221,0.9727841,0.00045218703,0.00053581083,0.023022024],"study_design_scores_gemma":[0.00064972206,0.007596228,0.0056950194,0.00008577006,0.0002354271,0.0014455946,0.000033398686,0.0046736514,0.9440631,0.0003284142,0.035147864,0.00004576847],"about_ca_topic_score_codex":0.00032227577,"about_ca_topic_score_gemma":0.0009368757,"teacher_disagreement_score":0.001779578,"about_ca_system_score_codex":0.000385584,"about_ca_system_score_gemma":0.00024456205,"threshold_uncertainty_score":0.005953312},"labels":[],"label_agreement":null},{"id":"W2075355038","doi":"10.5339/qfarf.2012.bmp38","title":"Relationship between plasma vitamin D level and cardiometabolic disease risk factors","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Vitamin D Research Studies","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":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Internal medicine; Vitamin D and neurology; Endocrinology; Medicine; Homocysteine; Waist; Apolipoprotein B; Population; Metabolic syndrome; Cholesterol; High-density lipoprotein; Diabetes mellitus; Lipoprotein; Body mass index","score_opus":0.13390449124996684,"score_gpt":0.41045133334286876,"score_spread":0.2765468420929019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075355038","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":[0.99262345,0.00462071,0.00022319438,0.00015345601,0.000013128011,0.000009338194,0.0010054514,0.000016628346,0.0013346924],"genre_scores_gemma":[0.998706,0.0004320157,0.00018103827,0.000016698581,0.000007528378,0.0000035357355,0.0003110916,0.0000018529665,0.00034030087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997583,0.000044588716,0.000024090079,0.00006508491,0.000067744244,0.00004020475],"domain_scores_gemma":[0.99883634,0.00033721846,0.00038016014,0.000051052008,0.00023550422,0.00015968968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031764805,0.00016445995,0.00027121307,0.0005727179,0.00026700075,0.0005145891,0.00023215853,0.0003344029,0.0023060292],"category_scores_gemma":[0.0018923115,0.00011795496,0.0002115916,0.0008609134,0.0002090684,0.00011144906,0.00014901045,0.0003951446,0.00018835298],"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":[0.000086813736,0.000010490102,0.9980355,0.000010636748,0.00008000258,0.000022325656,0.000010974195,0.000039091938,0.0001689436,0.00000770017,0.00004947182,0.0014781288],"study_design_scores_gemma":[0.000004241559,0.000030284757,0.99931,0.000006058788,0.000033213113,0.00018387186,0.000021602895,0.00012458916,0.00004913789,0.000016339956,0.00021902751,0.0000016551663],"about_ca_topic_score_codex":0.0427712,"about_ca_topic_score_gemma":0.043195985,"teacher_disagreement_score":0.0427712,"about_ca_system_score_codex":0.0005382726,"about_ca_system_score_gemma":0.0005102115,"threshold_uncertainty_score":0.08504444},"labels":[],"label_agreement":null},{"id":"W2085474503","doi":"10.5339/qfarf.2012.bmp41","title":"Posaconazole a prophylactic therapy in hematological cancer patients: Drug use evaluation study","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Neutropenia and Cancer Infections","field":"Medicine","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":"Medicine; Posaconazole; Neutropenia; Febrile neutropenia; Cancer; Internal medicine; Surgery; Chemotherapy; Antifungal; Itraconazole; Dermatology","score_opus":0.11306529935410313,"score_gpt":0.45317277769221026,"score_spread":0.3401074783381071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085474503","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":[0.9981664,0.0003980514,0.000052896354,0.000060601396,0.0000053287004,0.00028380382,0.0004897804,0.0000016919103,0.0005414567],"genre_scores_gemma":[0.9975414,0.00034760727,0.00029457905,0.00020918685,0.000026925585,0.00032476493,0.0008381466,0.0000018672727,0.00041562357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991892,0.0002729161,0.00015719478,0.00010459922,0.00015999583,0.0001160575],"domain_scores_gemma":[0.9980611,0.00030991534,0.00092465593,0.000058251084,0.0003365877,0.00030941982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009811213,0.00020583345,0.00045079555,0.00068236986,0.00057296694,0.0005453736,0.00026389418,0.00042843036,0.0019773524],"category_scores_gemma":[0.0020818075,0.00023236049,0.0005544923,0.0010930612,0.0001893251,0.0005630935,0.0004423437,0.0005264535,0.0003851973],"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":[0.0020632097,0.002202173,0.9865513,0.00021028044,0.00009530945,0.00018713417,0.00029431353,0.000037108704,0.000446121,0.000044646404,0.00035775383,0.0075106197],"study_design_scores_gemma":[0.00039205703,0.010016842,0.9851592,0.000051842493,0.00015328097,0.00097451336,0.0006723383,0.00027720048,0.00035020142,0.000027468455,0.0019109357,0.000014137512],"about_ca_topic_score_codex":0.0011107197,"about_ca_topic_score_gemma":0.0020487283,"teacher_disagreement_score":0.0019773524,"about_ca_system_score_codex":0.00058476883,"about_ca_system_score_gemma":0.00070545566,"threshold_uncertainty_score":0.0066149235},"labels":[],"label_agreement":null},{"id":"W2087150124","doi":"10.5339/qfarf.2012.bmp83","title":"Association between obesity, cardiometabolic disease biomarkers and innate immunity-related inflammation: Relevance of vitamin D.","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Adipokines, Inflammation, and Metabolic Diseases","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":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Medicine; Body mass index; Internal medicine; Overweight; Vitamin D and neurology; Obesity; Homocysteine; Population; Endocrinology; C-reactive protein; High-density lipoprotein; Cholesterol; Inflammation","score_opus":0.02320957803584007,"score_gpt":0.3329646888101748,"score_spread":0.30975511077433476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087150124","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":[0.97971284,0.017761515,0.0002498341,0.00041549292,0.000018473465,0.000020042204,0.00075092644,0.0000061947267,0.0010646218],"genre_scores_gemma":[0.997552,0.001499697,0.0002977256,0.000065241606,0.000010453261,0.0000058872756,0.00023449703,8.977875e-7,0.00033357143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99983656,0.000035632856,0.000015081514,0.00003609018,0.00004543954,0.000031121886],"domain_scores_gemma":[0.9992447,0.0001864036,0.000289259,0.00002751397,0.00015410825,0.00009800201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004492234,0.00017454034,0.00022381252,0.00041845866,0.00022457968,0.0005766895,0.00022303943,0.00025761337,0.0010822734],"category_scores_gemma":[0.00119561,0.000088605135,0.00021018008,0.0007711272,0.00031812146,0.00013941377,0.00020118497,0.00035385328,0.00007608833],"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":[0.00025312975,0.000025918534,0.9940918,0.000058885675,0.00013379873,0.000037636513,0.000027719287,0.00003482077,0.00062109873,0.00002781979,0.00008193286,0.004605538],"study_design_scores_gemma":[0.00000697714,0.00004376895,0.9990534,0.000015791828,0.0000642903,0.00013334608,0.000034801928,0.000094458104,0.00013069362,0.000038588038,0.00038221476,0.0000016643941],"about_ca_topic_score_codex":0.057921283,"about_ca_topic_score_gemma":0.071160085,"teacher_disagreement_score":0.057921283,"about_ca_system_score_codex":0.000707099,"about_ca_system_score_gemma":0.0010406224,"threshold_uncertainty_score":0.11516827},"labels":[],"label_agreement":null},{"id":"W2139781224","doi":"10.5339/qfarf.2012.csps14","title":"Minimum-selection maximum ratio transmission schemes in underlay cognitive radio systems","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Cooperative Communication and Network Coding","field":"Computer Science","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":"Concordia University","funders":"","keywords":"Computer science; Transmission (telecommunications); Cognitive radio; Spectral efficiency; Maximal-ratio combining; Bandwidth (computing); Interference (communication); Electronic engineering; Algorithm; Telecommunications; Wireless; Channel (broadcasting); Decoding methods; Fading; Engineering","score_opus":0.07529875865255012,"score_gpt":0.3770946154294622,"score_spread":0.3017958567769121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139781224","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":[0.06126231,0.0019132224,0.93221027,0.00020883154,0.00006296566,0.000043150016,0.00003911775,0.0002446681,0.004015361],"genre_scores_gemma":[0.9296426,0.0006230747,0.06894468,0.0000797128,0.000058938243,0.000047419537,0.000022215618,0.000017150109,0.000564227],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987625,0.0005823038,0.00005404845,0.00014254842,0.00029769915,0.00016100578],"domain_scores_gemma":[0.9987207,0.0007537009,0.00021502262,0.00013320318,0.00013574114,0.00004156558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497846,0.0009307049,0.0009448342,0.0005279407,0.0005017125,0.0009457939,0.001513153,0.00071831414,0.00066433114],"category_scores_gemma":[0.003287905,0.0002601527,0.0005140067,0.0008530558,0.0007888381,0.001242241,0.0011036504,0.0007577029,0.00015135738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004598728,0.000095622905,0.0006744271,0.0002733934,0.00012391388,0.00062970526,0.00041213614,0.7970538,0.021610964,0.08749455,0.0011672262,0.09000439],"study_design_scores_gemma":[0.000023617455,0.00012341507,0.00017437211,0.000012082544,0.000022566966,0.00020033086,0.000024450464,0.9838178,0.0020033831,0.012850125,0.0007286843,0.00001921538],"about_ca_topic_score_codex":0.0011329672,"about_ca_topic_score_gemma":0.000992251,"teacher_disagreement_score":0.001513153,"about_ca_system_score_codex":0.0006125838,"about_ca_system_score_gemma":0.0005085175,"threshold_uncertainty_score":0.007921457},"labels":[],"label_agreement":null},{"id":"W2157132415","doi":"10.5339/qfarf.2012.bmp44","title":"Pediatric pneumococcal immunization programs and associated changes in antibiotic utilization: A systematic review","year":2012,"lang":"en","type":"review","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"Pneumonia and Respiratory Infections","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Epidemiology; Vaccination; Randomized controlled trial; Population; Antimicrobial stewardship; Immunization; Intensive care medicine; Clinical trial; Pediatrics; MEDLINE; Incidence (geometry); Systematic review; Antimicrobial; Antibiotics; Antibiotic resistance; Internal medicine; Environmental health; Immunology","score_opus":0.15366756924729327,"score_gpt":0.43911402487886714,"score_spread":0.2854464556315739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157132415","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022602363,0.99650735,0.000075236516,0.00013676843,0.000049523707,0.00022959929,0.0005265307,0.0000063710218,0.00020829987],"genre_scores_gemma":[0.017228408,0.98134893,0.00038119266,0.00023490938,0.000047882248,0.00042162207,0.00027522212,0.0000029573632,0.000058903246],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9945064,0.0015780096,0.0021758338,0.00045772945,0.0010783805,0.0002036001],"domain_scores_gemma":[0.9736884,0.017203355,0.00624296,0.00026627496,0.002298118,0.00030092127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005393861,0.0011688459,0.00614439,0.009542015,0.0005053506,0.001787987,0.0015089328,0.0013586747,0.0040316945],"category_scores_gemma":[0.02955273,0.0010583849,0.0069249407,0.014479051,0.00057645544,0.0017150131,0.0011808067,0.00092651637,0.00024717278],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002498673,0.00003250009,0.0032452613,0.94697064,0.009735078,0.0001661587,0.00021057278,0.00008798496,0.00007957456,0.00009491711,0.0014676718,0.03765983],"study_design_scores_gemma":[0.0003852139,0.00037420448,0.019680709,0.86870474,0.093176745,0.00090315175,0.00049049244,0.00011760299,0.00020532109,0.00013706203,0.015780168,0.000044658438],"about_ca_topic_score_codex":0.011244953,"about_ca_topic_score_gemma":0.02583311,"teacher_disagreement_score":0.011244953,"about_ca_system_score_codex":0.0035828413,"about_ca_system_score_gemma":0.011787675,"threshold_uncertainty_score":0.02852583},"labels":[],"label_agreement":null},{"id":"W2165823038","doi":"10.5339/qfarf.2012.bmp92","title":"Novel pyridinium-based cationic lipids as gene delivery vectors","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","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":"University of Victoria","funders":"","keywords":"Gene delivery; Transfection; Cationic polymerization; Pyridinium; Chinese hamster ovary cell; Liposome; Chemistry; Viral vector; Cationic liposome; DNA; Rational design; Plasmid; Biochemistry; Biophysics; Combinatorial chemistry; Biology; Gene; Organic chemistry; Genetics; Recombinant DNA","score_opus":0.03831603529732377,"score_gpt":0.3516675941693391,"score_spread":0.3133515588720154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165823038","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":[0.9281464,0.014915226,0.051626544,0.00032311206,0.000083547384,0.000257483,0.000331611,0.00021207503,0.0041039954],"genre_scores_gemma":[0.93399316,0.009257313,0.050559595,0.0001110717,0.000027159602,0.00017005423,0.00045141118,0.000040001567,0.005390188],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987614,0.000029795816,0.000014331531,0.000025484134,0.000034987526,0.000019182335],"domain_scores_gemma":[0.99989414,0.000023441016,0.00003613796,0.0000058552373,0.000023123883,0.000017332488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027934246,0.00037647597,0.0001430266,0.00023993722,0.00010780739,0.00031196585,0.00020926744,0.00026879608,0.0006461885],"category_scores_gemma":[0.00019242702,0.00011837953,0.00014047541,0.00019447369,0.00023538055,0.00038787193,0.00026789654,0.0003110749,0.00040224893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009895752,0.000020152294,0.00015534907,0.00014679582,0.0000052362857,0.00008266863,0.000027999593,0.00028130916,0.9933235,0.00050926267,0.000051126925,0.005297603],"study_design_scores_gemma":[0.000025383317,0.00028025117,0.00025302893,0.0000109508355,0.00001702716,0.00026922513,0.00001084578,0.0006748967,0.9894103,0.000119964694,0.008919752,0.000008498698],"about_ca_topic_score_codex":0.00017839424,"about_ca_topic_score_gemma":0.00021917316,"teacher_disagreement_score":0.0006461885,"about_ca_system_score_codex":0.0003701007,"about_ca_system_score_gemma":0.0002081461,"threshold_uncertainty_score":0.0026852489},"labels":[],"label_agreement":null}]}