{"meta":{"query_hash":"d2ac99149134","filters":{"venue":"Machine design"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/d2ac99149134","api":"https://metacan.xera.ac/api/v1/cohort?venue=Machine+design"},"results":[{"id":"W198199894","doi":"","title":"CANADIAN SOLDIERS GET 3D TRAINING","year":2003,"lang":"en","type":"article","venue":"Machine design","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Computer science; Geography; Meteorology","score_opus":0.08358077981533239,"score_gpt":0.35676557038960677,"score_spread":0.27318479057427436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W198199894","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3895741,0.0035073045,0.0056323525,0.08410605,0.0019944196,0.0003526457,0.005563911,0.0008514244,0.5084178],"genre_scores_gemma":[0.5969603,0.0028087022,0.005488133,0.009762768,0.00019324051,0.00023535619,0.0022594938,0.00017759587,0.3821144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997649,0.00018801277,0.00004383031,0.00012439312,0.00076424977,0.0012305005],"domain_scores_gemma":[0.9953399,0.00035258656,0.00028589898,0.00024722185,0.0017286278,0.0020457148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016508877,0.0004439745,0.00029980578,0.0015272624,0.010175694,0.0030615998,0.0010894062,0.0018589364,0.069792755],"category_scores_gemma":[0.004302894,0.00036414736,0.00070299394,0.0018989443,0.0017244887,0.00096613,0.0031449401,0.0017974534,0.009111631],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002700946,0.000724538,0.17034589,0.0003072648,0.0000545561,0.00033479364,0.009704367,0.004451712,0.0022457442,0.03466135,0.38839674,0.38850307],"study_design_scores_gemma":[0.000050956354,0.0002263368,0.26285636,0.0005518339,0.000025899191,0.00015241861,0.017117873,0.0012540872,0.0009093744,0.0027541325,0.7140217,0.00007901659],"about_ca_topic_score_codex":0.9023124,"about_ca_topic_score_gemma":0.9717862,"teacher_disagreement_score":0.0976876,"about_ca_system_score_codex":0.017751,"about_ca_system_score_gemma":0.046036057,"threshold_uncertainty_score":0.23347998},"labels":[],"label_agreement":null},{"id":"W199701841","doi":"","title":"CANADIAN CABLE MAKER COMING TO U.S","year":2002,"lang":"en","type":"article","venue":"Machine design","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telecommunications; Business; Computer science","score_opus":0.032365738777563914,"score_gpt":0.23014763274701502,"score_spread":0.19778189396945112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W199701841","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041067913,0.0038131927,0.0022362294,0.07535348,0.0031121096,0.00005947741,0.0019798088,0.0003053932,0.87207234],"genre_scores_gemma":[0.21665655,0.0033880796,0.0023350944,0.006121709,0.00018874065,0.000024210649,0.0006647622,0.00016228185,0.7704586],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852127,0.00010046159,0.00001852146,0.00020219831,0.0006863661,0.0004711844],"domain_scores_gemma":[0.99800235,0.00011352133,0.000029803803,0.00007259201,0.0013303858,0.000451319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009632936,0.0004573937,0.00027008308,0.0014201028,0.021058457,0.006924583,0.00070545136,0.0015897827,0.065585986],"category_scores_gemma":[0.0032555242,0.00026257057,0.00030045476,0.0023296536,0.003152885,0.0013770472,0.0015279265,0.0021059567,0.0051762178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012121759,0.00002530866,0.003637763,0.000070572074,0.000010722771,0.00030967873,0.0060319644,0.0005142154,0.000540601,0.17427956,0.71967363,0.094784856],"study_design_scores_gemma":[0.0000055478154,0.000012728976,0.0034845078,0.00005085214,0.0000068753247,0.000042902564,0.0033128199,0.00019080876,0.0003044298,0.0021532767,0.9904158,0.000019350357],"about_ca_topic_score_codex":0.98368454,"about_ca_topic_score_gemma":0.99415624,"teacher_disagreement_score":0.0716601,"about_ca_system_score_codex":0.0716601,"about_ca_system_score_gemma":0.06880766,"threshold_uncertainty_score":0.51993287},"labels":[],"label_agreement":null},{"id":"W950370557","doi":"","title":"CANADIAN COMPANY CUTS TO THE CHASE: BETTER CUSTOMER SERVICE","year":2002,"lang":"en","type":"article","venue":"Machine design","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Service (business); Customer service; Marketing; Operations management; Economics","score_opus":0.051076600515070104,"score_gpt":0.22648540081742996,"score_spread":0.17540880030235986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W950370557","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0518811,0.006765466,0.0029228067,0.16077937,0.0023573507,0.00006829689,0.0011919456,0.00055936584,0.7734744],"genre_scores_gemma":[0.5595697,0.00549398,0.0069412673,0.025066461,0.00052315794,0.00003879002,0.0008778053,0.0003803455,0.40110853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767214,0.00023583711,0.000028166913,0.00016216871,0.0012316697,0.0006699442],"domain_scores_gemma":[0.99787223,0.00016727093,0.00007896325,0.000096490985,0.0012026451,0.0005823937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014167872,0.000487242,0.00024286464,0.0017595558,0.0123771485,0.0120121995,0.0011279801,0.003722386,0.050682086],"category_scores_gemma":[0.0041289497,0.0003199476,0.0003273695,0.0033293734,0.003983269,0.003069682,0.0015684584,0.0028777898,0.0030585492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108917724,0.00005388888,0.0039043438,0.000120908895,0.0000121068515,0.0001516274,0.0022973237,0.0008512547,0.00059704675,0.19129764,0.69921345,0.10139153],"study_design_scores_gemma":[0.000026914575,0.000031252046,0.013551135,0.00014830758,0.000024781324,0.00009569066,0.005382207,0.0011696557,0.0006559137,0.01233125,0.9665167,0.000066345965],"about_ca_topic_score_codex":0.9735739,"about_ca_topic_score_gemma":0.992431,"teacher_disagreement_score":0.08589682,"about_ca_system_score_codex":0.08589682,"about_ca_system_score_gemma":0.11008103,"threshold_uncertainty_score":0.62322795},"labels":[],"label_agreement":null}]}