{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"de73fdfde94a","filters":{"venue":"Passenger transport"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Federico Cura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0384655691430001,"gpt":0.2675730595905418,"spread":0.2291074904475417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001777198,0.0002383696,0.0002971106,0.001883104,0.005772144,0.004340809,0.0007364633,0.001324682,0.006466347],"category_scores_gemma":[0.009137805,0.000212403,0.0003037456,0.003993185,0.002342625,0.001249159,0.0007959313,0.001841675,0.0002791841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1076575,"about_ca_system_score_gemma":0.1142199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934466,"about_ca_topic_score_gemma":0.9966879,"domain_scores_codex":[0.9986464,0.0002006599,0.00002324314,0.00007695451,0.000335723,0.0007170497],"domain_scores_gemma":[0.9918156,0.00187786,0.001310515,0.000193492,0.003316971,0.001485634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001020131,0.001163344,0.7214503,0.0003400859,0.0002184172,0.0004511374,0.03687423,0.002710146,0.0009567579,0.09320766,0.07660078,0.06500701],"study_design_scores_gemma":[0.00006976826,0.00006298753,0.9100081,0.0001331306,0.0001059107,0.00002894445,0.05059056,0.001357112,0.0002746636,0.002602459,0.03471759,0.00004883442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9225028,0.002049925,0.00009881551,0.02010754,0.00008096521,0.0000440806,0.0008366799,0.000008479859,0.05427065],"genre_scores_gemma":[0.9915627,0.0008084184,0.00005513657,0.000454373,0.00002235389,0.00001010887,0.0001593625,0.000004125695,0.00692345],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1076575,"threshold_uncertainty_score":0.7811133,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transit (satellite); Urban transit; Transport engineering; Rapid transit; Regional science; Public transport; Engineering; Geography","authors":[{"name":"Samuel Zimmerman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02813680774453979,"gpt":0.2074903138468331,"spread":0.1793535061022933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008789264,0.0003315251,0.0002442519,0.0008913056,0.02625369,0.008506544,0.00108797,0.002490931,0.007617522],"category_scores_gemma":[0.002461487,0.0002331817,0.0002077741,0.003124443,0.008852822,0.002452195,0.002423761,0.002716611,0.0004874931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03951287,"about_ca_system_score_gemma":0.0817512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9537802,"about_ca_topic_score_gemma":0.9902189,"domain_scores_codex":[0.9992493,0.0001581434,0.00002050039,0.00004789555,0.0002056912,0.0003184806],"domain_scores_gemma":[0.9983879,0.0004443667,0.0001477001,0.00005129002,0.0004502172,0.0005185367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001375465,0.00002027513,0.007307095,0.0005967931,0.00001751463,0.003715054,0.5302325,0.0004751903,0.00301462,0.1706693,0.2390926,0.04472153],"study_design_scores_gemma":[0.000006415038,0.000009831453,0.009237607,0.0001134347,0.00001111628,0.0002341832,0.267629,0.0001557131,0.0001541804,0.002147822,0.7202776,0.00002311682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3460433,0.0141579,0.001700453,0.2994622,0.002925353,0.00009088378,0.0006259324,0.0001728587,0.3348211],"genre_scores_gemma":[0.8316029,0.007521286,0.001108844,0.005958768,0.0003698278,0.00003565488,0.00008584598,0.0001420417,0.1531749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04621983,"threshold_uncertainty_score":0.2866873,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Engineering; Fuel cells; Telecommunications; Transport engineering; Chemical engineering","authors":[{"name":"Susan R Paisner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0138592208390355,"gpt":0.2087599272748503,"spread":0.1949007064358148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031989,0.0008667112,0.0006545126,0.002122215,0.003300263,0.001903593,0.0009055626,0.002091342,0.08406512],"category_scores_gemma":[0.001575521,0.0005551348,0.0003553866,0.001174318,0.0006559523,0.0009690436,0.0006861943,0.00163481,0.03159025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002857895,"about_ca_system_score_gemma":0.006659273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1088668,"about_ca_topic_score_gemma":0.3575768,"domain_scores_codex":[0.9989222,0.00005303161,0.00002777024,0.0002066412,0.0006296497,0.0001606235],"domain_scores_gemma":[0.9984939,0.0001862467,0.00003730807,0.00002883048,0.0007720947,0.0004815848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009825192,0.0000675036,0.001825813,0.0003192638,0.000009892449,0.000694251,0.0003485858,0.0002317218,0.00328419,0.003943598,0.7569143,0.2322626],"study_design_scores_gemma":[0.000006422711,0.00004035444,0.0008076227,0.00006562383,0.00000717275,0.0002712018,0.0002798011,0.00006666869,0.00135742,0.0002308999,0.9968551,0.00001161721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01160669,0.1384683,0.01181933,0.08308849,0.03653545,0.0004065786,0.001401108,0.00236572,0.7143082],"genre_scores_gemma":[0.00419936,0.008385532,0.000891199,0.001764215,0.0002754992,0.00001503454,0.0001099786,0.00008483904,0.9842742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8911332,"threshold_uncertainty_score":0.2812258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electricity; Wind power; Power (physics); Engineering; Telecommunications; Electrical engineering; Automotive engineering; Meteorology; Transport engineering; Geography; Physics","authors":[{"name":"R. N. Collins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008911179248441993,"gpt":0.2235590421735913,"spread":0.2146478629251493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001984752,0.0002785659,0.00008473401,0.0007653995,0.001434951,0.001511397,0.0003451408,0.0004805253,0.009472098],"category_scores_gemma":[0.0005146931,0.0001103632,0.0001413923,0.001305507,0.0006465446,0.0007434265,0.0007846151,0.001091745,0.0009211908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705497,"about_ca_system_score_gemma":0.003606559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1804283,"about_ca_topic_score_gemma":0.4086163,"domain_scores_codex":[0.9998821,0.0000128876,0.000003708509,0.00001627526,0.00005108275,0.00003387051],"domain_scores_gemma":[0.9998744,0.00001678339,0.000006004196,0.000009225368,0.00007032739,0.00002337113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002827873,0.0001947832,0.01644816,0.000361816,0.00006136964,0.001463964,0.002085869,0.0178001,0.008125553,0.1321445,0.1769066,0.6441244],"study_design_scores_gemma":[0.00006084021,0.0001396102,0.01944819,0.0002558197,0.00002531439,0.0001873553,0.002489118,0.005565403,0.003097012,0.008475522,0.9602276,0.00002821273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1167788,0.006477837,0.007716866,0.009423013,0.002150849,0.0001288073,0.0006717547,0.0002912302,0.8563608],"genre_scores_gemma":[0.600718,0.010839,0.004809289,0.001947498,0.0005375352,0.00003831655,0.0006267742,0.0001622602,0.3803214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8195717,"threshold_uncertainty_score":0.3587561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}