{"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":"64cd32126ed8","filters":{"venue":"Literary disability studies"}},"results":[{"id":"W3197529067","doi":"10.1007/978-3-030-80811-2_7","title":"Conclusion: Awaiting the Arrival of Blindness","year":2021,"lang":"en","type":"book-chapter","venue":"Literary disability studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Blindness; Optometry; Medicine; History","authors":[{"name":"Devon Healey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3343801429267501,"gpt":0.5350493684136867,"spread":0.2006692254869366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00880474,0.0002630498,0.0007760159,0.00002940726,0.001271671,0.00008025865,0.0004855507,0.0002713352,0.000558992],"category_scores_gemma":[0.006962162,0.0001789021,0.0003856981,0.0001117122,0.01549055,0.000152126,0.0007575054,0.000832048,0.00001022787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049453,"about_ca_system_score_gemma":0.0003981894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001627462,"about_ca_topic_score_gemma":0.0004281839,"domain_scores_codex":[0.9949245,0.002409708,0.0006603978,0.0004745563,0.001170886,0.0003598895],"domain_scores_gemma":[0.9871485,0.01096986,0.0002916406,0.000535166,0.0009510258,0.0001038088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001780504,0.00004195692,0.0004621358,0.0004977643,0.0002879403,0.000006668809,0.1325227,2.433161e-7,0.00000231413,0.8409972,0.001041041,0.02412229],"study_design_scores_gemma":[0.00009243246,0.00004642535,0.0001302184,0.0005908443,0.00005018977,4.255992e-7,0.05164237,0.000001453357,0.000007349533,0.5314783,0.4157575,0.0002025134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002743859,0.06691618,0.00005604,0.05109628,0.001049122,0.0009090506,0.0002950635,0.00006963303,0.8768648],"genre_scores_gemma":[0.09057182,0.03473264,0.003468511,0.001274796,0.004082581,0.0001172085,0.00008749709,0.000105836,0.8655591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4147165,"threshold_uncertainty_score":0.9871887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196886822","doi":"10.1007/978-3-030-80811-2_2","title":"Act I: The Genesis of Blindness","year":2021,"lang":"en","type":"book-chapter","venue":"Literary disability studies","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Blindness; Optometry; Medicine","authors":[{"name":"Devon Healey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2695075382875677,"gpt":0.5070627976745042,"spread":0.2375552593869365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006378724,0.0003091656,0.001098744,0.0000521751,0.0001915241,0.000008482675,0.000182501,0.0003210464,0.0008151564],"category_scores_gemma":[0.0004084463,0.0001887065,0.0003677242,0.00008359364,0.001762143,0.00004771654,0.0003632137,0.0006752381,0.00003668039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269954,"about_ca_system_score_gemma":0.000242852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002476226,"about_ca_topic_score_gemma":0.000008381967,"domain_scores_codex":[0.9979715,0.0001456675,0.0006403614,0.0005001314,0.0004443509,0.000298033],"domain_scores_gemma":[0.9969537,0.001365862,0.0001554419,0.0009568742,0.0004613404,0.000106804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005174943,0.003217417,0.6506725,0.05253151,0.008485202,0.0008173293,0.02483342,5.563747e-7,0.00004253543,0.06598345,0.01353046,0.1747107],"study_design_scores_gemma":[0.00293945,0.00469794,0.6381811,0.008479116,0.002117892,0.0006451198,0.006516587,0.00001481509,0.0002862511,0.05740643,0.2774253,0.001290038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.524373,0.2437382,8.147865e-7,0.01019193,0.0009521411,0.001999338,0.0002810134,0.00006685675,0.2183968],"genre_scores_gemma":[0.4128284,0.008664154,0.00008128867,0.000681054,0.0007542482,0.0000911275,0.0001503201,0.00006135512,0.576688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3582912,"threshold_uncertainty_score":0.8925391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198382046","doi":"10.1007/978-3-030-80811-2_3","title":"Act II: The School of Hard Knocks","year":2021,"lang":"en","type":"book-chapter","venue":"Literary disability studies","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","authors":[{"name":"Devon Healey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07738059668496036,"gpt":0.3476836677894005,"spread":0.2703030711044402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001010519,0.0003910517,0.0009887656,0.00003031924,0.001909723,0.00003838522,0.0005241248,0.000339166,0.0009904737],"category_scores_gemma":[0.001239749,0.000277142,0.0004915103,0.00008516099,0.006276654,0.0001273135,0.0007764783,0.0005434117,0.00005679751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047087,"about_ca_system_score_gemma":0.0002467701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009223902,"about_ca_topic_score_gemma":0.001122066,"domain_scores_codex":[0.9975297,0.0003183078,0.000662225,0.0006226359,0.0004989069,0.0003681643],"domain_scores_gemma":[0.9970682,0.001387775,0.0003008473,0.0008032491,0.0003518704,0.00008803904],"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":[0.0001199549,0.0002974348,0.09914181,0.001080683,0.004613345,0.00002578839,0.24618,5.166679e-7,0.000002244883,0.5081289,0.1277067,0.0127025],"study_design_scores_gemma":[0.0001261559,0.0000909248,0.01492305,0.0002967578,0.0002217051,0.000001835273,0.01505917,7.840908e-8,0.000005147027,0.1212046,0.8477399,0.0003306612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003984448,0.09445548,5.939926e-7,0.01440565,0.001347459,0.0005670515,0.0001514884,0.00007912318,0.8850087],"genre_scores_gemma":[0.09609258,0.007512653,0.00009239355,0.0005242212,0.0007505889,0.00005750388,0.00002376055,0.00002434338,0.894922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7200332,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392955889","doi":"10.1007/978-3-031-41219-6_9","title":"Blindness and Dyslexia in the Movements of Everyday Life in Toronto","year":2024,"lang":"en","type":"book-chapter","venue":"Literary disability studies","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Dyslexia; Everyday life; Blindness; Psychology; Optometry; Political science; Medicine; Reading (process)","authors":[{"name":"Rod Michalko","is_ca":true},{"name":"Tanya Titchkosky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06718871763066851,"gpt":0.376341085975321,"spread":0.3091523683446524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001519177,0.0002141655,0.0004761959,0.00003468522,0.0001423324,0.00007234995,0.0002778138,0.0001855571,0.00008191421],"category_scores_gemma":[0.0002132933,0.0001531661,0.00008899928,0.000051329,0.001367107,0.0002407456,0.0002224114,0.0003638587,0.000003546302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003610666,"about_ca_system_score_gemma":0.00007460078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004862171,"about_ca_topic_score_gemma":0.06992739,"domain_scores_codex":[0.9983931,0.0001380192,0.0004535482,0.0003816821,0.0004288373,0.0002048423],"domain_scores_gemma":[0.9988096,0.0007262745,0.0001038362,0.0002710038,0.00005131707,0.00003795596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002395059,0.000142754,0.01006894,0.0005157589,0.0001124068,0.000008268959,0.2704663,1.038359e-7,7.344441e-7,0.7158509,0.0002086624,0.002601169],"study_design_scores_gemma":[0.0001932918,0.00006843813,0.01737757,0.0007950898,0.00003263275,1.710856e-7,0.03312926,0.0000021989,5.079598e-7,0.8543569,0.09378198,0.0002619532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1007934,0.05416359,1.190825e-7,0.004407529,0.0005412998,0.0008398048,0.0001560564,0.0000255686,0.8390726],"genre_scores_gemma":[0.9312665,0.004563481,0.000004633649,0.0004461068,0.0001815563,0.00004162333,0.000008088889,0.00001587979,0.06347205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8304732,"threshold_uncertainty_score":0.947044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}