{"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":"54394cbbd256","filters":{"venue":"Collegiate Aviation Review International"}},"results":[{"id":"W2891701815","doi":"10.22488/okstate.18.100481","title":"“We Can and Will Do It!” Female perceptions of pilot as a career”","year":2017,"lang":"en","type":"article","venue":"Collegiate Aviation Review International","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Perception; Engineering; Aeronautics; Forensic engineering; Psychology; Applied psychology","authors":[{"name":"Gabriella Lancia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05824582177077551,"gpt":0.3471748342513697,"spread":0.2889290124805942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004392271,0.00007155117,0.0001504083,0.00006233274,0.000635038,0.0001237522,0.0003681181,0.00003321125,0.001724932],"category_scores_gemma":[0.0005955523,0.00007364595,0.00005937313,0.00006927775,0.0001644721,0.000355499,0.0001293304,0.00005244669,0.00004384704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325552,"about_ca_system_score_gemma":0.0002149409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324073,"about_ca_topic_score_gemma":0.002299206,"domain_scores_codex":[0.9990478,0.00005721867,0.0001971807,0.0001569601,0.0004399576,0.0001009392],"domain_scores_gemma":[0.9990829,0.00004809106,0.0002624705,0.0001561277,0.0003746731,0.00007569195],"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":[0.00005770599,0.000207125,0.6187376,0.0005047774,0.0002133813,0.00001353193,0.03524075,0.000001899835,0.0001028454,0.1933797,0.1284502,0.02309045],"study_design_scores_gemma":[0.0009058906,0.00006543467,0.3183836,0.001533747,0.00009764168,0.000003708624,0.006729431,0.00001537952,0.00001338939,0.002400307,0.6695462,0.0003052896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3678904,0.007548185,0.0001875646,0.1527649,0.003059326,0.001681077,0.0003372153,0.00008455937,0.4664468],"genre_scores_gemma":[0.9472901,0.04157037,0.0001492594,0.0005650223,0.0001150833,0.00001604382,0.00002803108,0.000003728027,0.01026232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5793998,"threshold_uncertainty_score":0.9991876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W157167442","doi":"10.22488/okstate.18.100345","title":"Safety Performance Comparisons in Scheduled U.S. Carrier Operations: 2000-2004","year":2006,"lang":"en","type":"article","venue":"Collegiate Aviation Review International","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Engineering; Aeronautics; Forensic engineering; Transport engineering","authors":[{"name":"Triant Flouris","is_ca":false},{"name":"Felipe Reyes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03956651882826989,"gpt":0.3496267462485964,"spread":0.3100602274203265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002818987,0.0001960976,0.0005222159,0.0005037842,0.0002466804,0.0002098635,0.0008348921,0.00008162572,0.003700831],"category_scores_gemma":[0.001076648,0.0001611928,0.0002312063,0.001862641,0.0000645366,0.0007857259,0.00009090756,0.000208176,0.001008547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992165,"about_ca_system_score_gemma":0.0003157353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002586798,"about_ca_topic_score_gemma":0.001207928,"domain_scores_codex":[0.9956905,0.0003112803,0.0017606,0.0005050679,0.001498716,0.0002338629],"domain_scores_gemma":[0.9979248,0.0002702378,0.0003601684,0.0004875435,0.0008851949,0.00007203381],"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":[0.0001645599,0.0006320528,0.470023,0.0001114621,0.000160346,0.00002016666,0.0002610914,0.200071,0.0000911691,0.0408756,0.2319712,0.05561826],"study_design_scores_gemma":[0.001131115,0.00002285635,0.3060476,0.0005021589,0.00004908943,0.00001010938,0.0000773303,0.1335777,0.00004047585,0.002093519,0.5561075,0.0003405922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2436384,0.1525121,0.1470641,0.1599293,0.008163789,0.005973021,0.001338618,0.0004250692,0.2809556],"genre_scores_gemma":[0.9447464,0.02771871,0.003129113,0.001789091,0.000319511,0.0001429017,0.0004295982,0.00001837707,0.02170629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.701108,"threshold_uncertainty_score":0.9997693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W574125863","doi":"10.22488/okstate.18.100427","title":"Exploring the Experiences of Pilots within Canadian General Aviation Flight Operations","year":2012,"lang":"en","type":"article","venue":"Collegiate Aviation Review International","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aeronautics; Aviation; Engineering; General aviation; Aviation safety; Aviation accident; Flight training; Transport engineering; Flight simulator; Aerospace engineering","authors":[{"name":"Suzanne K. Kearns","is_ca":true},{"name":"Jennifer E. Sutton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1141114267640522,"gpt":0.3742392129381736,"spread":0.2601277861741214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000806903,0.0001564798,0.0002058196,0.0002373248,0.0002989935,0.00005464757,0.0003481703,0.00004630514,0.01254177],"category_scores_gemma":[0.0002228891,0.0001215696,0.0001211058,0.0003662781,0.00005381149,0.0008952658,0.00002877679,0.0001558842,0.000784955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395096,"about_ca_system_score_gemma":0.0001338128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532559,"about_ca_topic_score_gemma":0.00284411,"domain_scores_codex":[0.9980856,0.0002698808,0.0008055446,0.0002013387,0.0003982903,0.0002393628],"domain_scores_gemma":[0.9987491,0.00008620943,0.0003096452,0.0002959167,0.0004083356,0.0001508126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005377045,0.0004494669,0.008992868,0.0001308466,0.0004837604,0.000003792318,0.1569867,0.000459219,0.0003269037,0.7229187,0.1006704,0.00852352],"study_design_scores_gemma":[0.001402049,0.0001175761,0.2649505,0.001031084,0.0001807462,0.0001126461,0.02094668,0.004110932,0.001084165,0.0002113901,0.7049893,0.0008629883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7640244,0.006605584,0.003925707,0.01583523,0.04489644,0.002366884,0.0001298793,0.0002060775,0.1620097],"genre_scores_gemma":[0.9873719,0.0009054805,0.000270109,0.002394968,0.0006489666,0.001015668,0.0001692101,0.00001650003,0.007207201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7227073,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W784041006","doi":"10.22488/okstate.18.100320","title":"Taking the \"Lost\" Out of Lost Communications","year":2003,"lang":"en","type":"article","venue":"Collegiate Aviation Review International","topic":"Air Traffic Management and Optimization","field":"Engineering","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":"Aeronautics; Engineering; Forensic engineering; Telecommunications","authors":[{"name":"Teresa Sloan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02792336205459956,"gpt":0.2741981780484785,"spread":0.246274815993879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003230388,0.0000891951,0.000122409,0.00006156256,0.00005833052,0.00002269627,0.0003989781,0.0000268589,0.001692396],"category_scores_gemma":[0.0001525745,0.00007396102,0.0000684429,0.0002124472,0.00003417195,0.0001346573,0.00003645649,0.00008281047,0.0001845418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005694532,"about_ca_system_score_gemma":0.0000152783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001230562,"about_ca_topic_score_gemma":0.00001217848,"domain_scores_codex":[0.999221,0.0000613847,0.0003567572,0.00008087765,0.0002002635,0.00007970814],"domain_scores_gemma":[0.9992265,0.00007183117,0.0001798255,0.0003501828,0.0001539685,0.00001765694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009263328,0.0002302009,0.004589581,0.001767351,0.0007244276,0.000001904474,0.0009922914,0.06543975,0.0001655283,0.6877186,0.2005027,0.03785836],"study_design_scores_gemma":[0.0003794985,0.00001094178,0.00308274,0.000819748,0.0001010476,0.000002095329,0.00007385929,0.09720275,0.000108986,0.0003776111,0.8976312,0.0002095072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000386983,0.02327198,0.09207,0.004290304,0.002132325,0.001103774,0.00003469843,0.00014448,0.8765655],"genre_scores_gemma":[0.9140082,0.07601347,0.004359949,0.0008034765,0.00008055678,0.00007315767,0.0001728144,0.00003026359,0.004458098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9136212,"threshold_uncertainty_score":0.9992202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}