{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"af2eee8654e7","filters":{"venue":"Automotive fleet"}},"results":[{"id":"W569976746","doi":"","title":"EMKAY's growth plan is to be simple, better, and different","year":2014,"lang":"en","type":"article","venue":"Automotive fleet","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Simple (philosophy); Plan (archaeology); Strategic planning; Business; Operations management; Marketing; Operations research; Process management; Industrial organization; Engineering management; Engineering","authors":[{"name":"Mike Antich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02185022631628261,"gpt":0.2778780618285006,"spread":0.256027835512218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003783879,0.0005806095,0.0004026228,0.0009797463,0.007064735,0.006944584,0.001211933,0.004242328,0.02453571],"category_scores_gemma":[0.00646191,0.0002973413,0.0005314436,0.001019897,0.001866214,0.002686862,0.002043845,0.005453791,0.007020373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02456731,"about_ca_system_score_gemma":0.088661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6473361,"about_ca_topic_score_gemma":0.8417964,"domain_scores_codex":[0.9958608,0.0002311813,0.00008419242,0.0002484887,0.002145197,0.001430212],"domain_scores_gemma":[0.9914272,0.0002406266,0.0001924121,0.0001785752,0.004604434,0.003356733],"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":[0.00005533147,0.00007312508,0.003322826,0.00003781405,0.00001029146,0.0001788307,0.0003309454,0.0002339949,0.0007308897,0.04484014,0.9167377,0.03344808],"study_design_scores_gemma":[0.00001080204,0.00002338241,0.003979631,0.00003104337,0.00000414995,0.00007692834,0.0007379586,0.0001896819,0.0004088133,0.0008535822,0.9936639,0.00002026609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02070178,0.003964686,0.004802232,0.5642705,0.0119836,0.0002295549,0.001364898,0.001069765,0.391613],"genre_scores_gemma":[0.07868814,0.003134593,0.01131369,0.05892354,0.0005431935,0.00008781983,0.001278426,0.0003188308,0.8457118],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3526639,"threshold_uncertainty_score":0.7094817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2269245968","doi":"","title":"Element discusses integration strategy","year":2015,"lang":"en","type":"article","venue":"Automotive fleet","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Element (criminal law); Quarter (Canadian coin); Engineering; Capital (architecture); Transport engineering; Business; Aeronautics; Operations management; Operations research; Telecommunications; Geography; Archaeology; Political science","authors":[{"name":"Mike Antich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06772539537086675,"gpt":0.3558583633660776,"spread":0.2881329679952109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002100765,0.0005457293,0.0002893269,0.001165994,0.001889725,0.00780972,0.001556973,0.004468242,0.1510811],"category_scores_gemma":[0.004802516,0.0003129471,0.0003898435,0.001329464,0.0007892471,0.00645117,0.002171673,0.002642546,0.05676519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003937548,"about_ca_system_score_gemma":0.00345873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690221,"about_ca_topic_score_gemma":0.004375013,"domain_scores_codex":[0.9974697,0.0003799736,0.0001152963,0.0003325815,0.001289395,0.000413029],"domain_scores_gemma":[0.9981726,0.0004559555,0.00008939824,0.0001638701,0.0008538232,0.0002642348],"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":[0.00002110831,0.0000490883,0.0003771443,0.00009652072,0.000003360369,0.0001905158,0.0005506481,0.0001762988,0.0006740569,0.3651082,0.5801485,0.05260457],"study_design_scores_gemma":[0.000001610866,0.000006802352,0.00009560573,0.00004726656,9.007592e-7,0.00003472388,0.0001324681,0.00005634711,0.0001482394,0.004073813,0.9953995,0.000002758406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009022013,0.001301673,0.003165136,0.01685868,0.002411801,0.00006570004,0.000305306,0.0002517217,0.9747378],"genre_scores_gemma":[0.01861367,0.001828515,0.001859512,0.0137309,0.001512015,0.00009066889,0.0006567845,0.0004061994,0.9613018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1510811,"threshold_uncertainty_score":0.5054166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W567076671","doi":"","title":"LEASE PLAN REORGANIZES INTO SIX GLOBAL REGIONS.","year":2000,"lang":"en","type":"article","venue":"Automotive fleet","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lease; Subtitle; Plan (archaeology); Business; Finance; Operations management; Management; Economics; Computer science; Geography; Archaeology","authors":[{"name":"Don Kreft","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01395757002584812,"gpt":0.2177288383288065,"spread":0.2037712683029584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008267424,0.0005502708,0.0002424348,0.0009348458,0.00195603,0.003829388,0.0006166773,0.001767311,0.05890346],"category_scores_gemma":[0.001194375,0.0002704402,0.0003658615,0.0009040737,0.0004719923,0.001577751,0.001872036,0.003260324,0.02308367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003983619,"about_ca_system_score_gemma":0.008976008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06845667,"about_ca_topic_score_gemma":0.1537351,"domain_scores_codex":[0.9991737,0.00004979882,0.00001865688,0.00007690004,0.000368622,0.0003121743],"domain_scores_gemma":[0.9988865,0.00004109069,0.00006580737,0.00006117937,0.0005348634,0.0004104865],"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":[0.0002399574,0.0001784777,0.009905174,0.0001055453,0.00002669595,0.0007829143,0.000416663,0.0007900024,0.005317416,0.01225978,0.8406751,0.1293024],"study_design_scores_gemma":[0.0000229026,0.0001013823,0.01198793,0.0000216357,0.000009407405,0.0001616612,0.0006484117,0.0002291047,0.0008297941,0.0004475646,0.9855235,0.00001687341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05713476,0.002782074,0.00530898,0.02906091,0.003655579,0.001288446,0.004710808,0.002806995,0.8932514],"genre_scores_gemma":[0.1175725,0.001047858,0.003256127,0.009623392,0.0003648902,0.0003097353,0.00555045,0.0003571514,0.8619179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06845667,"threshold_uncertainty_score":0.1970517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W572755583","doi":"","title":"GM sounding board serve as conduit to fleet industry","year":2008,"lang":"en","type":"article","venue":"Automotive fleet","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subtitle; Depth sounding; On board; Fleet management; Aeronautics; Business; Representation (politics); Telecommunications; Operations management; Engineering; Computer science; Aerospace engineering; Geology; Oceanography","authors":[{"name":"Cheryl Knight","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02575936412725444,"gpt":0.2511995975508698,"spread":0.2254402334236154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008398716,0.0005552148,0.000165866,0.001460154,0.003048367,0.002450333,0.0004763626,0.001252108,0.1804379],"category_scores_gemma":[0.001687693,0.0002684537,0.0001930988,0.0007951948,0.0005788951,0.001636457,0.001914022,0.001351001,0.0683823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002018751,"about_ca_system_score_gemma":0.003363856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02373922,"about_ca_topic_score_gemma":0.06945533,"domain_scores_codex":[0.9993452,0.00005288796,0.00001690116,0.00008872606,0.0002698924,0.0002262476],"domain_scores_gemma":[0.9978927,0.00009489584,0.0001120297,0.000142014,0.001004847,0.0007535444],"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":[0.0001121223,0.00009627348,0.004684763,0.00008093088,0.000005412593,0.000439389,0.0009458915,0.0001935705,0.009912186,0.01476004,0.8240727,0.1446968],"study_design_scores_gemma":[0.00001119264,0.0000445182,0.00561128,0.00001812631,0.000003704149,0.0001421094,0.0003741726,0.000294581,0.001695915,0.0005488869,0.9912484,0.000007251583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02837179,0.0005973199,0.004565361,0.01693076,0.003271347,0.0002471268,0.001228463,0.003669414,0.9411185],"genre_scores_gemma":[0.0487001,0.0001649927,0.001547577,0.0008192995,0.0002180123,0.00002719871,0.0005415156,0.0003217407,0.9476596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1804379,"threshold_uncertainty_score":0.6036248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000745436","doi":"","title":"GM to Invest Nearly $800 Million for New EV Production in Canada","year":2021,"lang":"en","type":"other","venue":"Automotive fleet","topic":"Global Energy and Sustainability Research","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":"Production (economics); Purchasing; Productivity; Subtitle; Electronic equipment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01929188928374107,"gpt":0.2712256158115493,"spread":0.2519337265278082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006942509,0.001098029,0.000374363,0.001637327,0.004185665,0.003584007,0.00101618,0.003150913,0.1886795],"category_scores_gemma":[0.001521136,0.0004006455,0.001061951,0.001193147,0.0008868551,0.001157073,0.00179828,0.002533935,0.06387997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02876224,"about_ca_system_score_gemma":0.1003527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9656898,"about_ca_topic_score_gemma":0.9790931,"domain_scores_codex":[0.9986802,0.000026227,0.00001229522,0.00006869518,0.0007200126,0.0004926272],"domain_scores_gemma":[0.998338,0.00003292834,0.00001911644,0.00003378858,0.0009457505,0.0006303082],"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":[0.00004564316,0.00004060167,0.0006104273,0.00005235919,0.000009168643,0.00006674195,0.00003027002,0.0002295372,0.0003730489,0.007495636,0.960269,0.03077756],"study_design_scores_gemma":[0.00001836723,0.00001245809,0.001524451,0.00005823883,0.0000061839,0.00002383311,0.0001567547,0.0003265462,0.0002650977,0.0008891061,0.996709,0.00000999543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004986065,0.001585037,0.001143723,0.02265893,0.00353682,0.0001884038,0.0176448,0.001200399,0.9470558],"genre_scores_gemma":[0.009526216,0.0008554365,0.0006117069,0.002713693,0.00008106973,0.00002949077,0.003208305,0.0001742248,0.9827999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1886795,"threshold_uncertainty_score":0.6311957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}