{"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":"05c31c51e37d","filters":{"venue":"Verti-flite"}},"results":[{"id":"W625246104","doi":"","title":"Offshore Canada : the evolution of Canada's offshore helicopter industry","year":2014,"lang":"en","type":"article","venue":"Verti-flite","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","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":"Submarine pipeline; Oceanography; Marine engineering; Fishery; Geography; Engineering; Aeronautics; Geology; Biology","authors":[{"name":"Kenneth I Swartz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01315734406035211,"gpt":0.183466038628105,"spread":0.1703086945677529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000311859,0.000170073,0.0003552281,0.00007049772,0.000177212,0.00001322115,0.0002813579,0.0001181821,0.0001311538],"category_scores_gemma":[0.0002091464,0.0001484009,0.00007103929,0.0002265096,0.00008940128,0.00005754959,0.00007159409,0.0002572806,0.00001959761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298377,"about_ca_system_score_gemma":0.0004610172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902201,"about_ca_topic_score_gemma":0.9953667,"domain_scores_codex":[0.9987177,0.00002853962,0.0005004799,0.0002704101,0.00009158316,0.0003912459],"domain_scores_gemma":[0.9990914,0.00009737233,0.000175015,0.0004778125,0.00005992243,0.00009841819],"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":[0.00003208522,0.00003568761,0.6123337,0.00008823985,0.0001746351,0.000003162997,0.001063235,0.0002655611,0.000006353569,0.09184872,0.2926355,0.001513142],"study_design_scores_gemma":[0.0001922545,0.00002632325,0.441386,0.00001594146,0.00000843519,0.000001854199,0.0003483277,0.00057628,0.00003586535,0.00239413,0.5548358,0.0001788608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8668557,0.0075049,0.00007777921,0.008469132,0.001253465,0.000208035,0.0006488132,0.00001941764,0.1149628],"genre_scores_gemma":[0.9937898,0.0000472858,0.00002023373,0.001633363,0.0002404106,0.00001229543,0.0000102905,0.00001661219,0.004229725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2622003,"threshold_uncertainty_score":0.6051613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608833157","doi":"","title":"Testbeds at work : the National Research Council of Canada uses two fly-by-wire helicopters to try out rotary-wing ideas generated by industry, government and academia","year":2017,"lang":"en","type":"article","venue":"Verti-flite","topic":"Space Exploration and Technology","field":"Engineering","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":"Work (physics); Government (linguistics); Research council; Aeronautics; On the fly; Engineering; Wing; Political science; Computer science; Aerospace engineering; Mechanical engineering","authors":[{"name":"Frank Colucci","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08888174833203447,"gpt":0.298542803035403,"spread":0.2096610547033685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007003007,0.000136004,0.0001416263,0.00002512109,0.0003142407,0.00006650339,0.0003317056,0.0002578643,0.00003896681],"category_scores_gemma":[0.0008671425,0.0001164922,0.00001947294,0.0001533297,0.000105937,0.0001160075,0.000173316,0.0006822157,0.000009859369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002412158,"about_ca_system_score_gemma":0.0004352999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01489201,"about_ca_topic_score_gemma":0.06323307,"domain_scores_codex":[0.9977486,0.00003715241,0.0001964967,0.0002010096,0.001506145,0.0003105962],"domain_scores_gemma":[0.9991791,0.00008952914,0.00004717742,0.0002842853,0.0002795719,0.0001202942],"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":[0.0000453613,0.0000128523,0.02668231,0.0000193824,0.00009942061,0.000004421124,0.0008460443,0.002267845,0.06018101,0.0001545884,0.9068219,0.002864864],"study_design_scores_gemma":[0.001179234,0.00006219593,0.02528408,0.0001540982,0.00001892523,0.00000577919,0.0005777326,0.006318885,0.07645534,0.00008771344,0.8894005,0.0004555098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892479,0.0007538345,0.00005186865,0.006959291,0.0002062711,0.0002037986,0.0001320771,0.00005890677,0.002386026],"genre_scores_gemma":[0.9964827,0.00004944481,0.00007132634,0.0004913515,0.00006923332,0.00004903217,0.000006759084,0.00002288708,0.00275729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04834106,"threshold_uncertainty_score":0.9916679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2494115967","doi":"","title":"Develop, certify and deliver : development and certification testing of the Model 505 at Bell Canada builds the foundation for customer deliveries of the new light single-engine helicopter late this year","year":2016,"lang":"en","type":"article","venue":"Verti-flite","topic":"Mining Techniques and Economics","field":"Engineering","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":"Certification; Foundation (evidence); Engineering; Computer science; Computer security; Aeronautics; Political science; Law","authors":[{"name":"Frank Colucci","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0270985961714967,"gpt":0.1847145836297474,"spread":0.1576159874582506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189107,0.0001085981,0.0001074491,0.00002215231,0.0001216774,0.00001425661,0.0001383299,0.00005020076,0.00001054632],"category_scores_gemma":[0.00005539901,0.0000573778,0.00001956522,0.0000837499,0.00004051964,0.00008198934,0.0001070206,0.00004268483,0.000001051066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544828,"about_ca_system_score_gemma":0.0001111629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443043,"about_ca_topic_score_gemma":0.00892052,"domain_scores_codex":[0.9993972,0.000009567629,0.0002572786,0.0001207659,0.0000778074,0.0001373542],"domain_scores_gemma":[0.9995167,0.00008425993,0.00008402962,0.0002097966,0.0000753097,0.00002991351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002057131,0.00004997992,0.05269289,0.0007535585,0.0003904208,4.366069e-7,0.01429165,0.02315089,0.4157529,0.002684574,0.0186382,0.4713888],"study_design_scores_gemma":[0.0006641505,0.00003161696,0.04353214,0.0004230014,0.00008699547,0.000005923226,0.00005673199,0.146153,0.6439362,0.0004455386,0.1642267,0.0004380043],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925137,0.0001525706,0.005703942,0.0008951862,0.00007843962,0.0002351532,0.00001246398,0.00002932784,0.0003792626],"genre_scores_gemma":[0.9877103,0.00005269618,0.01127532,0.00007145436,0.00001416693,0.0000133085,0.000001947384,0.00002047869,0.0008403198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4709508,"threshold_uncertainty_score":0.4977859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594267082","doi":"","title":"Bell Canada celebrates 30 years","year":2016,"lang":"en","type":"article","venue":"Verti-flite","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Political science; History","authors":[{"name":"Kenneth I Swartz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008772693769103255,"gpt":0.2299412724553857,"spread":0.2211685786862824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001168024,0.00006331515,0.00008000028,0.00002023053,0.000163454,0.000028117,0.0002014854,0.00004705951,0.001148321],"category_scores_gemma":[0.0001722151,0.00005273665,0.00002997334,0.0001473126,0.000117931,0.0001198401,0.00001870361,0.00004226915,0.0002620017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196905,"about_ca_system_score_gemma":0.001106144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840355,"about_ca_topic_score_gemma":0.9944109,"domain_scores_codex":[0.9990861,0.00004499907,0.00009691948,0.000146769,0.0002520102,0.0003731865],"domain_scores_gemma":[0.9994727,0.00009267584,0.00004011774,0.0001496139,0.00002718096,0.0002177165],"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":[0.000006916386,0.00001014363,0.009796217,0.000004815633,0.00001456608,0.00004901961,0.002526839,7.812594e-7,0.0006085639,0.04883936,0.912295,0.02584773],"study_design_scores_gemma":[0.0001201974,0.000005796258,0.0352096,0.00001709444,0.00000254585,3.137303e-7,0.0000516058,9.159476e-7,0.00029136,0.0007848941,0.9634159,0.00009975473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030063,0.0005534186,0.00001432191,0.03614177,0.0007220885,0.000156537,0.0004361043,0.00005868618,0.05891084],"genre_scores_gemma":[0.943802,0.0001222083,0.00001589488,0.004573142,0.0003203807,0.000004165538,7.637067e-7,0.000008374604,0.05115305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05112088,"threshold_uncertainty_score":0.9997647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2797549361","doi":"","title":"Mountain rotors : British Columbia's history of innovation","year":2018,"lang":"en","type":"article","venue":"Verti-flite","topic":"Canadian Identity and History","field":"Social Sciences","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":"History; Geography; Economic history","authors":[{"name":"Kenneth I Swartz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01309845937567718,"gpt":0.222190379034507,"spread":0.2090919196588298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004155339,0.00003444852,0.0001014167,0.0002024099,0.0002967143,0.0001717126,0.0001590528,0.00008549004,0.008590697],"category_scores_gemma":[0.0003404329,0.00007644908,0.00003321505,0.0005687099,0.001047871,0.0002309106,0.00001769377,0.00006674209,0.0001033762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395079,"about_ca_system_score_gemma":0.001364914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9563857,"about_ca_topic_score_gemma":0.9933802,"domain_scores_codex":[0.9991177,0.00006502254,0.0002228078,0.0001433373,0.000260816,0.0001903274],"domain_scores_gemma":[0.9993256,0.00001745396,0.0001419917,0.0001324266,0.0003135727,0.00006899578],"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":[0.000007812828,0.00004814439,0.01406036,0.00002337758,0.00001360066,0.000007601249,0.01257706,1.49237e-7,0.0005411317,0.007696875,0.9337976,0.03122627],"study_design_scores_gemma":[0.0001141682,0.00002824932,0.02884919,0.00002219473,0.000006144868,5.838148e-7,0.0002733742,0.000003712642,0.000003841843,0.000515249,0.9700984,0.00008493313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7355814,0.0006931314,0.00003775975,0.000226389,0.00191762,0.0002324805,0.00002253131,0.00007352642,0.2612152],"genre_scores_gemma":[0.6079841,0.00009980881,0.0001352751,0.0008090181,0.0006815789,0.00001816783,0.00001342737,0.00001636074,0.3902423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290271,"threshold_uncertainty_score":0.9923156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}