{"meta":{"query_hash":"de73fdfde94a","filters":{"venue":"Passenger transport"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/de73fdfde94a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Passenger+transport"},"results":[{"id":"W1735440992","doi":"","title":"WIND-GENERATED ELECTRICITY TO POWER CALGARY'S C-TRAIN","year":2001,"lang":"en","type":"article","venue":"Passenger transport","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","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":"Electricity; Wind power; Power (physics); Engineering; Telecommunications; Electrical engineering; Automotive engineering; Meteorology; Transport engineering; Geography; Physics","score_opus":0.008911179248441993,"score_gpt":0.22355904217359127,"score_spread":0.21464786292514929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1735440992","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":[0.116778836,0.006477837,0.007716866,0.009423013,0.0021508494,0.00012880727,0.0006717547,0.00029123022,0.8563608],"genre_scores_gemma":[0.60071796,0.010838996,0.0048092892,0.0019474984,0.0005375352,0.000038316546,0.00062677416,0.00016226018,0.38032144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998821,0.000012887604,0.000003708509,0.00001627526,0.000051082752,0.000033870514],"domain_scores_gemma":[0.99987435,0.00001678339,0.0000060041957,0.000009225368,0.00007032739,0.000023371133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019847523,0.0002785659,0.000084734005,0.0007653995,0.0014349512,0.0015113968,0.0003451408,0.00048052528,0.009472098],"category_scores_gemma":[0.0005146931,0.000110363166,0.00014139233,0.0013055073,0.00064654456,0.0007434265,0.0007846151,0.0010917448,0.00092119083],"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":[0.00028278725,0.00019478324,0.016448162,0.00036181597,0.00006136964,0.0014639635,0.0020858694,0.017800102,0.008125553,0.13214454,0.17690656,0.64412445],"study_design_scores_gemma":[0.000060840208,0.00013961023,0.019448195,0.00025581973,0.000025314393,0.00018735528,0.0024891184,0.0055654026,0.003097012,0.008475522,0.9602276,0.000028212735],"about_ca_topic_score_codex":0.18042828,"about_ca_topic_score_gemma":0.40861627,"teacher_disagreement_score":0.81957173,"about_ca_system_score_codex":0.002705497,"about_ca_system_score_gemma":0.0036065592,"threshold_uncertainty_score":0.35875612},"labels":[],"label_agreement":null},{"id":"W621268125","doi":"","title":"CANADIAN GOVERNMENT STUDYING TRANSIT FUNDING ROLE, TRIGGERING INDUSTRY OPTIMISM","year":2001,"lang":"en","type":"article","venue":"Passenger transport","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":1,"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":"Optimism; Transit (satellite); Government (linguistics); Business; Urban transit; Rapid transit; Rail transit; Transport engineering; Public transport; Engineering; Psychology","score_opus":0.038465569143000096,"score_gpt":0.2675730595905418,"score_spread":0.2291074904475417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621268125","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9225028,0.0020499246,0.00009881551,0.020107541,0.00008096521,0.000044080603,0.00083667994,0.000008479859,0.05427065],"genre_scores_gemma":[0.99156266,0.00080841844,0.000055136574,0.00045437296,0.00002235389,0.0000101088735,0.00015936246,0.000004125695,0.0069234497],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864644,0.00020065988,0.000023243136,0.000076954515,0.00033572305,0.0007170497],"domain_scores_gemma":[0.9918156,0.0018778598,0.0013105155,0.00019349204,0.0033169708,0.001485634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017771976,0.00023836961,0.0002971106,0.0018831035,0.0057721436,0.0043408093,0.0007364633,0.0013246818,0.006466347],"category_scores_gemma":[0.009137805,0.00021240297,0.00030374562,0.003993185,0.0023426253,0.001249159,0.00079593126,0.0018416755,0.00027918405],"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":[0.0010201312,0.0011633438,0.7214503,0.00034008588,0.00021841722,0.00045113737,0.036874227,0.0027101461,0.0009567579,0.09320766,0.076600775,0.06500701],"study_design_scores_gemma":[0.00006976826,0.00006298753,0.9100081,0.00013313063,0.00010591066,0.000028944449,0.050590556,0.0013571116,0.00027466365,0.0026024592,0.03471759,0.000048834423],"about_ca_topic_score_codex":0.99344665,"about_ca_topic_score_gemma":0.99668795,"teacher_disagreement_score":0.10765748,"about_ca_system_score_codex":0.10765748,"about_ca_system_score_gemma":0.11421991,"threshold_uncertainty_score":0.7811133},"labels":[],"label_agreement":null},{"id":"W794751987","doi":"","title":"ONTARIO'S YORK TRANSIT: MEETING THE NEEDS OF A FAST-GROWING REGION","year":2005,"lang":"en","type":"article","venue":"Passenger transport","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","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":"Transit (satellite); Urban transit; Transport engineering; Rapid transit; Regional science; Public transport; Engineering; Geography","score_opus":0.028136807744539794,"score_gpt":0.2074903138468331,"score_spread":0.1793535061022933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W794751987","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":[0.34604332,0.0141579015,0.0017004532,0.29946217,0.0029253534,0.00009088378,0.0006259324,0.00017285868,0.3348211],"genre_scores_gemma":[0.83160293,0.0075212857,0.0011088438,0.0059587676,0.00036982776,0.00003565488,0.00008584598,0.00014204168,0.15317486],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992493,0.00015814345,0.000020500394,0.00004789555,0.00020569123,0.00031848057],"domain_scores_gemma":[0.99838793,0.00044436668,0.0001477001,0.00005129002,0.00045021722,0.0005185367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087892637,0.00033152505,0.00024425192,0.00089130556,0.026253695,0.008506544,0.0010879698,0.002490931,0.0076175216],"category_scores_gemma":[0.002461487,0.00023318166,0.00020777412,0.003124443,0.008852822,0.002452195,0.002423761,0.0027166114,0.00048749312],"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":[0.0001375465,0.00002027513,0.0073070955,0.00059679314,0.000017514632,0.0037150541,0.5302325,0.0004751903,0.00301462,0.17066933,0.23909259,0.044721533],"study_design_scores_gemma":[0.0000064150377,0.000009831453,0.009237607,0.000113434704,0.000011116277,0.00023418319,0.26762897,0.00015571307,0.00015418044,0.0021478222,0.7202776,0.000023116821],"about_ca_topic_score_codex":0.9537802,"about_ca_topic_score_gemma":0.99021894,"teacher_disagreement_score":0.046219826,"about_ca_system_score_codex":0.039512865,"about_ca_system_score_gemma":0.0817512,"threshold_uncertainty_score":0.28668725},"labels":[],"label_agreement":null},{"id":"W846964793","doi":"","title":"Geoffrey Ballard, developer of hydrogen fuel cells, dies at 76 in Vancouver","year":2008,"lang":"en","type":"article","venue":"Passenger transport","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","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":"Engineering; Fuel cells; Telecommunications; Transport engineering; Chemical engineering","score_opus":0.013859220839035501,"score_gpt":0.2087599272748503,"score_spread":0.19490070643581478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W846964793","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":[0.01160669,0.13846834,0.011819333,0.083088495,0.036535446,0.0004065786,0.0014011076,0.0023657195,0.7143082],"genre_scores_gemma":[0.0041993605,0.008385532,0.000891199,0.0017642148,0.00027549916,0.000015034538,0.00010997861,0.00008483904,0.9842742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989222,0.000053031607,0.000027770242,0.00020664123,0.00062964973,0.00016062355],"domain_scores_gemma":[0.9984939,0.00018624669,0.00003730807,0.000028830484,0.0007720947,0.00048158478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010319891,0.0008667112,0.0006545126,0.0021222148,0.0033002633,0.0019035927,0.0009055626,0.0020913421,0.08406512],"category_scores_gemma":[0.001575521,0.00055513484,0.00035538658,0.0011743177,0.0006559523,0.0009690436,0.00068619434,0.0016348097,0.03159025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009825192,0.0000675036,0.001825813,0.0003192638,0.000009892449,0.00069425104,0.00034858583,0.00023172179,0.0032841903,0.0039435984,0.7569143,0.23226263],"study_design_scores_gemma":[0.000006422711,0.000040354436,0.00080762274,0.00006562383,0.0000071727495,0.0002712018,0.00027980105,0.00006666869,0.00135742,0.00023089985,0.99685514,0.000011617212],"about_ca_topic_score_codex":0.108866796,"about_ca_topic_score_gemma":0.35757676,"teacher_disagreement_score":0.8911332,"about_ca_system_score_codex":0.0028578953,"about_ca_system_score_gemma":0.0066592726,"threshold_uncertainty_score":0.2812258},"labels":[],"label_agreement":null}]}