{"meta":{"query_hash":"5bcc97d61a82","filters":{"venue":"The Canadian Journal of Science Communication"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/5bcc97d61a82","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Canadian+Journal+of+Science+Communication"},"results":[{"id":"W4417075689","doi":"10.15173/cjsc.v1i1.3935","title":"Biologging","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Physiological and biochemical adaptations","field":"Environmental 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":"University of Guelph","funders":"","keywords":"Context (archaeology); Field (mathematics); Function (biology); Field research","score_opus":0.02874187244177923,"score_gpt":0.26142019195924765,"score_spread":0.23267831951746842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8724889,0.0042697485,0.00024274291,0.075671196,0.0006038947,0.00021596045,0.0000101930955,0.000004811264,0.04649255],"genre_scores_gemma":[0.997608,0.0002812361,0.0006134614,0.0011328995,0.000019771684,0.000001150247,4.883104e-7,0.000001625898,0.0003413466],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987405,0.00012926159,0.0004027325,0.00013029024,0.00024767654,0.00034953823],"domain_scores_gemma":[0.9984739,0.00017841175,0.00029337456,0.000567547,0.00015462175,0.00033214872],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002251478,0.00009485086,0.00013126775,0.00017485014,0.0030773256,0.00021748569,0.003623576,0.00005994838,0.00042950496],"category_scores_gemma":[0.00058746483,0.00005649473,0.00007810706,0.001828002,0.012278311,0.00040035634,0.0002590049,0.0004702916,0.00006178935],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002847834,0.00010676014,0.008237799,0.000010904504,0.000042715626,0.0000037678167,0.003044195,0.002482053,0.7378316,0.0872761,0.006736084,0.15419956],"study_design_scores_gemma":[0.00042181104,0.00022153718,0.65439636,0.0005341787,0.00011211674,0.00004408686,0.0028815195,0.0048874603,0.04247759,0.22724831,0.06638964,0.00038540454],"about_ca_topic_score_codex":0.0076583014,"about_ca_topic_score_gemma":0.021928579,"teacher_disagreement_score":0.695354,"about_ca_system_score_codex":0.0007043866,"about_ca_system_score_gemma":0.0016780134,"threshold_uncertainty_score":0.99894977},"labels":[],"label_agreement":null},{"id":"W4417075695","doi":"10.15173/cjsc.v1i1.3942","title":"Challenging the Myths: How Media Normalizes Space Colonization","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","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":"McMaster University","funders":"","keywords":"Space (punctuation); Casual; Theme (computing); TRIPS architecture; Atmosphere (unit); Skepticism; Tourism; Mass media","score_opus":0.02269993758007922,"score_gpt":0.2636817276543954,"score_spread":0.2409817900743162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075695","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24593641,0.01109729,0.0047355406,0.70988524,0.0050620646,0.00078786945,0.000021264264,0.000009193354,0.022465145],"genre_scores_gemma":[0.9984568,0.00043611188,0.00013952598,0.00034943726,0.0002721106,0.000004054796,0.0000023412192,0.000006155437,0.0003335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99800515,0.00036456907,0.0004200012,0.00015954662,0.00051738805,0.0005333657],"domain_scores_gemma":[0.99667746,0.00042866496,0.0006949492,0.0010010307,0.00085705495,0.00034082605],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005655859,0.00016343816,0.00021202906,0.0004250806,0.006020895,0.0017824372,0.0042420314,0.00005567205,0.000045866702],"category_scores_gemma":[0.00054599997,0.00010045484,0.000110485315,0.0025474306,0.0049202885,0.001288603,0.0001497183,0.0006519788,0.000012539741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006196939,0.00008021416,0.01588915,0.000022172806,0.00016631816,0.0000042301117,0.090442315,0.0121855885,0.002088334,0.8104604,0.01535645,0.053242855],"study_design_scores_gemma":[0.0030486002,0.00047732572,0.104201116,0.0033659858,0.00086762646,0.000071988485,0.41505906,0.05708744,0.012127553,0.07609305,0.32615542,0.0014448307],"about_ca_topic_score_codex":0.008460832,"about_ca_topic_score_gemma":0.04203466,"teacher_disagreement_score":0.7525204,"about_ca_system_score_codex":0.00037962443,"about_ca_system_score_gemma":0.009450921,"threshold_uncertainty_score":0.9992538},"labels":[],"label_agreement":null},{"id":"W4417075697","doi":"10.15173/cjsc.v1i1.3944","title":"Reshaping Self-Identity Through Memory Replay","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Identity, Memory, and Therapy","field":"Psychology","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":"Embarrassment; Recall; Narrative; Episodic memory; Feeling; Construct (python library); Misattribution of memory; Social memory","score_opus":0.04455741325458527,"score_gpt":0.369479176612388,"score_spread":0.3249217633578027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4614184,0.0929711,0.0007901218,0.08343084,0.014261129,0.00088287756,0.000013248337,0.00003237032,0.3461999],"genre_scores_gemma":[0.9901172,0.002927945,0.0007019008,0.0036084908,0.00020070156,0.000004298176,0.0000010413929,0.000015225169,0.0024232327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591994,0.0012756191,0.0010698354,0.00030683435,0.0006927576,0.0007350248],"domain_scores_gemma":[0.9940777,0.0003361097,0.001118006,0.0027575851,0.0013211169,0.00038948256],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.013362409,0.00022188114,0.00036352267,0.0009935936,0.0063102464,0.0011417487,0.0075536584,0.00017932881,0.0005291272],"category_scores_gemma":[0.0007775267,0.00019241656,0.00020685795,0.0029723423,0.006514289,0.002025025,0.00020231282,0.001376197,0.000109549044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018177026,0.00036873508,0.007986153,0.00011457194,0.0006932386,0.00008558621,0.16636468,0.00024854863,0.0019330499,0.74553835,0.055756487,0.0207288],"study_design_scores_gemma":[0.0040586176,0.0005391104,0.14200434,0.00245126,0.00085932296,0.0009862188,0.045033675,0.0006067098,0.0035627943,0.39846912,0.40032533,0.0011035025],"about_ca_topic_score_codex":0.059396043,"about_ca_topic_score_gemma":0.30014604,"teacher_disagreement_score":0.52869874,"about_ca_system_score_codex":0.0015054343,"about_ca_system_score_gemma":0.009755788,"threshold_uncertainty_score":0.99989516},"labels":[],"label_agreement":null},{"id":"W4417075699","doi":"10.15173/cjsc.v1i1.3922","title":"Too Heavy to Move? The Real Weight of Bias","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Obesity and Health Practices","field":"Health Professions","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":"Brock University","funders":"","keywords":"Physical activity; Weight management; Health benefits; Quality of life (healthcare); Physical fitness; Physical stress; Mental health; Body weight; Weight loss","score_opus":0.15126305028259643,"score_gpt":0.45353786760628395,"score_spread":0.30227481732368755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075699","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3642474,0.007710271,0.00009615246,0.57925314,0.0023112157,0.0010175471,0.000019378542,0.0000041252647,0.04534077],"genre_scores_gemma":[0.98154074,0.006175158,0.000688286,0.009084583,0.00014324117,0.000007756676,5.963212e-7,0.000007823819,0.0023518037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99350214,0.0033837585,0.0014986108,0.00016639935,0.0006910183,0.0007580555],"domain_scores_gemma":[0.98890257,0.0040585296,0.0019306131,0.002011572,0.0022810835,0.0008156526],"candidate_categories":["metaresearch","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.029109372,0.00015591684,0.00037339656,0.000815028,0.012568092,0.00018144479,0.0057866266,0.00017283006,0.00030565565],"category_scores_gemma":[0.0046559935,0.00009519475,0.00010406475,0.0031521716,0.004006184,0.00092337694,0.00038355746,0.002280257,0.00009530687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051383884,0.00020768706,0.046147145,0.00065822696,0.00014169223,0.0000069513753,0.2836584,0.0005724356,0.00043768928,0.46759823,0.107553594,0.09250413],"study_design_scores_gemma":[0.00065690844,0.00033604912,0.47961596,0.004177083,0.00020652654,0.00001830623,0.05356508,0.00066023367,0.0004965054,0.017426237,0.44261715,0.00022395125],"about_ca_topic_score_codex":0.15005745,"about_ca_topic_score_gemma":0.5748163,"teacher_disagreement_score":0.6172933,"about_ca_system_score_codex":0.0012145039,"about_ca_system_score_gemma":0.03766095,"threshold_uncertainty_score":0.9997362},"labels":[],"label_agreement":null},{"id":"W4417075701","doi":"10.15173/cjsc.v1i1.3945","title":"How rare earths metals power our future — and the risks we must consider","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Extraction and Separation Processes","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":"McGill University","funders":"","keywords":"Notice; Renewable energy; Rare earth; Task (project management); Power (physics); Boom; Turbine","score_opus":0.039502692018401946,"score_gpt":0.3049860350059794,"score_spread":0.2654833429875774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075701","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0211107,0.08437711,0.0011230317,0.87346673,0.0021532392,0.00043895474,0.000012279505,0.000013996308,0.017303942],"genre_scores_gemma":[0.98873377,0.008024091,0.0002913972,0.0010089397,0.000066839384,0.0000036750835,5.059843e-7,0.0000073951114,0.001863386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998533,0.0003291984,0.00042730194,0.000113306116,0.00032249323,0.0002747112],"domain_scores_gemma":[0.99748707,0.00025725493,0.00035885518,0.0007205764,0.00089001836,0.00028620166],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0033148783,0.00015326201,0.00023610366,0.00040175262,0.002670822,0.0016872392,0.0014071149,0.00009200841,0.00004820877],"category_scores_gemma":[0.00079493504,0.00009352381,0.00008228196,0.0011332324,0.0018619789,0.0012218646,0.00006077046,0.0008957247,0.000005492539],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024167952,0.00007408938,0.0013891881,0.00026967237,0.0009050105,0.000029325081,0.10958829,0.021046046,0.0029012917,0.665098,0.12907642,0.069381006],"study_design_scores_gemma":[0.0022583872,0.000067723915,0.013197419,0.0006656061,0.00038009378,0.00046401922,0.17947945,0.009379791,0.0019446807,0.020295616,0.7714106,0.0004566123],"about_ca_topic_score_codex":0.0012041937,"about_ca_topic_score_gemma":0.02604944,"teacher_disagreement_score":0.96762305,"about_ca_system_score_codex":0.00018267224,"about_ca_system_score_gemma":0.002529214,"threshold_uncertainty_score":0.9993491},"labels":[],"label_agreement":null},{"id":"W4417075710","doi":"10.15173/cjsc.v1i1.3941","title":"How Artificial Intelligence is Revolutionizing Crop Yield Prediction","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","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 Winnipeg","funders":"","keywords":"Crop; Yield (engineering); Population; Crop yield; Plan (archaeology); Food processing","score_opus":0.06372199527528637,"score_gpt":0.2516915007090831,"score_spread":0.1879695054337967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075710","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43702954,0.014927319,0.0005922049,0.5380854,0.0029947262,0.000503063,0.000044095756,0.00001534945,0.005808315],"genre_scores_gemma":[0.9964253,0.0009297972,0.00016083394,0.0010927012,0.00038354678,0.0000027212304,0.0000027425199,9.1488425e-7,0.0010014657],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979899,0.00019999374,0.0006065741,0.00022626489,0.0004977288,0.00047953764],"domain_scores_gemma":[0.9970603,0.00028394352,0.00055693986,0.0003564377,0.0013794851,0.0003628825],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0030424513,0.00016875424,0.00020757361,0.00017888744,0.005924567,0.0017578144,0.0031058001,0.0001467744,0.000133676],"category_scores_gemma":[0.001023034,0.00006829179,0.00015681896,0.0033619853,0.0035119578,0.0011285959,0.00014325668,0.00070585177,0.000012475038],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062977706,0.0001492695,0.008655872,0.00002865631,0.000098366116,0.0000077646055,0.0102936225,0.00030398974,0.10521622,0.13430299,0.046166956,0.6947133],"study_design_scores_gemma":[0.00021370684,0.001428306,0.3352769,0.004909367,0.00062285486,0.00035869787,0.06370528,0.00628456,0.08881574,0.18911582,0.30799383,0.0012749494],"about_ca_topic_score_codex":0.009380325,"about_ca_topic_score_gemma":0.1391877,"teacher_disagreement_score":0.69343835,"about_ca_system_score_codex":0.0004980606,"about_ca_system_score_gemma":0.0013612882,"threshold_uncertainty_score":0.9992785},"labels":[],"label_agreement":null},{"id":"W4417075717","doi":"10.15173/cjsc.v1i1.3947","title":"What Happens When We Don’t Count Women: The Hidden Hormonal Toll of the Modern Diet","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Consumer Attitudes and Food Labeling","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":"McMaster University","funders":"","keywords":"Toll; Polycystic ovary; Disease; Menopause; Hormone; Fertility; Reproductive health; Chronic disease","score_opus":0.029762114299759508,"score_gpt":0.2809451652194251,"score_spread":0.2511830509196656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075717","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3573644,0.19836172,0.00007871941,0.4385204,0.0017781936,0.00069445575,0.00001734446,0.0000034310972,0.003181355],"genre_scores_gemma":[0.9875806,0.0091275005,0.00009817343,0.0023873434,0.000059257873,0.000006535181,5.9089416e-7,0.000009399151,0.0007305781],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971811,0.00036303952,0.00085022877,0.00016764457,0.0008718784,0.00056606357],"domain_scores_gemma":[0.9952043,0.00043555454,0.00080668885,0.0020770417,0.0010880644,0.00038831646],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0066771302,0.00018517648,0.00034633468,0.00028560698,0.0029339455,0.00062621693,0.0053581432,0.00007994353,0.00013638518],"category_scores_gemma":[0.00048687114,0.00009498679,0.00016365066,0.0010611962,0.0060291886,0.00071980665,0.00043598,0.001099894,0.000004102799],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010248502,0.00037840125,0.017050859,0.00034756045,0.0021597832,0.000017644137,0.46824938,0.0014905125,0.010771633,0.05232217,0.011586666,0.43460056],"study_design_scores_gemma":[0.0064337454,0.0023892317,0.18608123,0.02664654,0.0048511154,0.00070626783,0.19201829,0.056300867,0.0031588005,0.20761333,0.3124563,0.0013442858],"about_ca_topic_score_codex":0.008674423,"about_ca_topic_score_gemma":0.09780986,"teacher_disagreement_score":0.63021624,"about_ca_system_score_codex":0.001333366,"about_ca_system_score_gemma":0.011171,"threshold_uncertainty_score":0.9983641},"labels":[],"label_agreement":null},{"id":"W4417075733","doi":"10.15173/cjsc.v1i1.3946","title":"Staying on TRACK in Family Partnership: Guiding Challenging Conversations Between Researchers and Family Partners","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Mental Health and Patient Involvement","field":"Health Professions","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":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Infographic; Worksheet; General partnership; Meaning (existential); Track (disk drive); Plan (archaeology)","score_opus":0.6654018805038603,"score_gpt":0.5095903811881884,"score_spread":0.15581149931567184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9413961,0.007907306,0.00004604098,0.02983982,0.0005360796,0.0010941209,0.000015155421,0.000004988085,0.019160368],"genre_scores_gemma":[0.9938296,0.0030229732,0.0001662658,0.0026772874,0.000052141393,0.000017663395,0.000008618915,0.00001065626,0.0002147976],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99433595,0.0022127975,0.0013708532,0.00025670807,0.0007366845,0.0010869864],"domain_scores_gemma":[0.9945076,0.002273197,0.00071605266,0.00080288324,0.00059031276,0.0011099216],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.021577341,0.00018918655,0.0003361736,0.0016532554,0.0073085986,0.00017878992,0.0016969912,0.00016062697,0.000022136132],"category_scores_gemma":[0.000858821,0.00016049911,0.00005418979,0.0019636787,0.0024555542,0.0006072983,0.00017121724,0.0016868536,0.000012561512],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003051042,0.00016800225,0.45899168,0.0013217299,0.00011673918,0.00001664373,0.34882858,0.0016721765,0.00048067138,0.08755056,0.0038154258,0.09673268],"study_design_scores_gemma":[0.002558621,0.0006597856,0.46961215,0.01685215,0.000087965425,0.0000019875897,0.47886732,0.0050912416,0.00012961465,0.007623504,0.018114768,0.0004008866],"about_ca_topic_score_codex":0.025419813,"about_ca_topic_score_gemma":0.06033615,"teacher_disagreement_score":0.13003874,"about_ca_system_score_codex":0.0033546411,"about_ca_system_score_gemma":0.012672544,"threshold_uncertainty_score":0.99398375},"labels":[],"label_agreement":null},{"id":"W4417075742","doi":"10.15173/cjsc.v1i1.3948","title":"How publicly funded research preserves scientific integrity","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","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":"York University","funders":"","keywords":"Transparency (behavior); Scientific integrity; Public funding; Research integrity; Public fund; Private sector","score_opus":0.808828502202434,"score_gpt":0.6404842224952201,"score_spread":0.16834427970721388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075742","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4183106,0.026047911,0.000019611198,0.5257064,0.005235408,0.0008102871,0.000055807785,0.0000106062525,0.023803312],"genre_scores_gemma":[0.98750776,0.0011503935,0.00013121816,0.0019196818,0.00022508395,0.000015352472,0.000004813168,0.00001069521,0.009035023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98832595,0.0074052755,0.0009528163,0.00045193348,0.0011193726,0.0017446455],"domain_scores_gemma":[0.9844208,0.002585455,0.0006122924,0.0018417481,0.007998308,0.0025414457],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.06871287,0.00025779143,0.00038522872,0.0022154686,0.020949073,0.0042529926,0.010565379,0.0007391403,0.00057962135],"category_scores_gemma":[0.007493729,0.00020124312,0.00016813134,0.0077880984,0.041915666,0.0019656573,0.00074261567,0.01554797,0.000035579822],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053987536,0.0006049196,0.043701023,0.00037954553,0.00039585074,0.000058740923,0.016829208,0.00024353742,0.011071106,0.7483971,0.10387244,0.07390665],"study_design_scores_gemma":[0.0012073442,0.00025997078,0.012189777,0.00068204495,0.00023236261,0.000105260006,0.018346978,0.0070332787,0.019431243,0.11274179,0.82742137,0.0003486102],"about_ca_topic_score_codex":0.011358576,"about_ca_topic_score_gemma":0.19730476,"teacher_disagreement_score":0.7235489,"about_ca_system_score_codex":0.00229727,"about_ca_system_score_gemma":0.03554624,"threshold_uncertainty_score":0.9967807},"labels":[],"label_agreement":null},{"id":"W4417075750","doi":"10.15173/cjsc.v1i1.3971","title":"Rester CALME en Partenariat : Orienter les Conversations Difficiles Entre Chercheurs et Partenaires Familiaux.","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","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":"Research methodology; Context (archaeology)","score_opus":0.11489254524940448,"score_gpt":0.3950120377868412,"score_spread":0.28011949253743673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67177963,0.0055352463,0.00044108776,0.2913885,0.008834863,0.0013054106,0.000167919,0.00002214306,0.020525146],"genre_scores_gemma":[0.9865649,0.001291303,0.00016516662,0.010192535,0.00010681229,0.000018371391,0.000020326037,0.000018113336,0.0016224683],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927757,0.004058907,0.0013648478,0.00029530286,0.00065084227,0.00085443346],"domain_scores_gemma":[0.98161167,0.0058812783,0.0010246043,0.0015666911,0.009200884,0.00071484945],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0068545793,0.0003034613,0.00042712118,0.0012473408,0.0067097717,0.00028332998,0.003320723,0.0003531123,0.00021480671],"category_scores_gemma":[0.015675131,0.00022232752,0.0001944348,0.0021636547,0.00576067,0.0008046093,0.00033348444,0.0027511695,0.00004778833],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002623103,0.00018746832,0.11612337,0.00027252655,0.00032345913,0.00003862987,0.49161452,0.0016614095,0.00080528116,0.17907013,0.19940647,0.010234433],"study_design_scores_gemma":[0.0019811941,0.00046759567,0.28643686,0.014799054,0.0004677036,0.00004795958,0.4776734,0.002610364,0.00028300862,0.006825496,0.20774075,0.000666594],"about_ca_topic_score_codex":0.036124397,"about_ca_topic_score_gemma":0.28114426,"teacher_disagreement_score":0.31478524,"about_ca_system_score_codex":0.0021687981,"about_ca_system_score_gemma":0.018148491,"threshold_uncertainty_score":0.9995495},"labels":[],"label_agreement":null},{"id":"W4417075753","doi":"10.15173/cjsc.v1i1.3981","title":"“My TriFIT Journey”: A study summary report for child and adolescent participants","year":2025,"lang":"","type":"article","venue":"The Canadian Journal of Science Communication","topic":"Cystic Fibrosis Research Advances","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":"McMaster University","funders":"","keywords":"Quality (philosophy); Quality of life (healthcare); Qualitative research; Health related quality of life","score_opus":0.07432971564171093,"score_gpt":0.39743419108454014,"score_spread":0.3231044754428292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417075753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7091724,0.107135005,0.0014109744,0.16777354,0.0016892544,0.0061439,0.00004175836,0.00001120222,0.006621911],"genre_scores_gemma":[0.99619466,0.0016598004,0.00067008444,0.0005249335,0.00009758066,0.00002604315,0.0000026459616,0.000010866767,0.0008133619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642646,0.00040544718,0.001197798,0.00027349236,0.000861932,0.0008348506],"domain_scores_gemma":[0.99399,0.00060165365,0.00080131553,0.0015015077,0.001869184,0.0012363136],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.015411055,0.0001853699,0.00046019786,0.00095993566,0.0037020785,0.0005417218,0.0020968318,0.000057512625,0.000025966343],"category_scores_gemma":[0.010941814,0.0001327484,0.000102157675,0.0016121281,0.0049366946,0.00060688466,0.00020895469,0.0009864193,0.0000015374159],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006469568,0.0044572204,0.46885625,0.0016600846,0.002060871,0.0010118223,0.08183404,0.0010914927,0.014511868,0.009606244,0.07266281,0.33577773],"study_design_scores_gemma":[0.0074202945,0.0031158112,0.7898314,0.012010815,0.0012496748,0.0018371801,0.055631384,0.0045981277,0.0013769746,0.0050465795,0.11742051,0.0004612434],"about_ca_topic_score_codex":0.0028325862,"about_ca_topic_score_gemma":0.04828803,"teacher_disagreement_score":0.33531648,"about_ca_system_score_codex":0.0011258144,"about_ca_system_score_gemma":0.01367298,"threshold_uncertainty_score":0.9977713},"labels":[],"label_agreement":null}]}