{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":2,"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":"fb68f4ef59e4","filters":{"venue":"1517 Media eBooks"}},"results":[{"id":"W4232680016","doi":"10.2307/j.ctv47w9h9.5","title":"Totalized Techne vs. Neighborly Metis","year":2018,"lang":"en","type":"book-chapter","venue":"1517 Media eBooks","topic":"Manufacturing Process and Optimization","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":"Metis; Techne; Computer science; Philosophy; World Wide Web; Epistemology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01064652843052349,"gpt":0.1875156028665508,"spread":0.1768690744360273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004617106,0.0007235177,0.0006434718,0.0007152348,0.0006094591,0.001971305,0.001230276,0.0006284024,0.01901636],"category_scores_gemma":[0.0009823495,0.0003346791,0.0007485271,0.00131543,0.001609981,0.002894407,0.001573436,0.001486897,0.003125648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000712446,"about_ca_system_score_gemma":0.0007100449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200691,"about_ca_topic_score_gemma":0.00244822,"domain_scores_codex":[0.9996176,0.00007521598,0.00001829178,0.00007753398,0.0001628074,0.00004855104],"domain_scores_gemma":[0.9997467,0.00007053684,0.00002464523,0.0001004021,0.00003963457,0.00001794995],"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":[0.00006192782,0.00003536364,0.0001213213,0.0001906324,0.00003345809,0.00005225449,0.0001122181,0.01805039,0.001473396,0.8095744,0.007012773,0.1632819],"study_design_scores_gemma":[0.00002476465,0.0001609615,0.0005029623,0.0001344502,0.00004880848,0.0004052554,0.0001836638,0.07482183,0.002799822,0.7902488,0.1306434,0.00002535841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01756492,0.00490347,0.5513313,0.001062238,0.0007076678,0.00005838398,0.0001951562,0.0007958256,0.4233811],"genre_scores_gemma":[0.4957213,0.007180396,0.2551325,0.0005851343,0.0005568243,0.0001866251,0.0004571678,0.001229094,0.238951],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01901636,"threshold_uncertainty_score":0.06361604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908135914","doi":"10.2307/j.ctv47w3nj.19","title":"Persecution and Pakistani Christian Diaspora in Canada","year":2018,"lang":"en","type":"book-chapter","venue":"1517 Media eBooks","topic":"Religion, Society, and Development","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":"Diaspora; Persecution; History; Geography; Religious studies; Ancient history; Political science; Gender studies; Sociology; Philosophy; Law","authors":[{"name":"Rashid Gill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0181391568460101,"gpt":0.2422070556328639,"spread":0.2240678987868538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004456589,0.0002825618,0.0003270376,0.001222732,0.03114745,0.007744606,0.001324757,0.001534818,0.01206175],"category_scores_gemma":[0.001433549,0.0002288804,0.0001496319,0.00372864,0.007341242,0.001511197,0.003573184,0.002643828,0.0004626973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06168456,"about_ca_system_score_gemma":0.1134268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870495,"about_ca_topic_score_gemma":0.9961396,"domain_scores_codex":[0.9990773,0.0001084489,0.00001143932,0.00004945022,0.0001236461,0.000629667],"domain_scores_gemma":[0.9990076,0.000178789,0.00005915549,0.00002124836,0.0002556503,0.0004774209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001340135,0.0001514352,0.02136588,0.0001679557,0.00002193443,0.004102313,0.5974669,0.0002348019,0.0004877301,0.2615678,0.04625572,0.06804353],"study_design_scores_gemma":[0.00001481332,0.00002277376,0.02493976,0.0002586491,0.00001307302,0.00029237,0.6907046,0.0001431553,0.0002142693,0.002874328,0.2804934,0.0000286928],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6620516,0.007371461,0.0001096606,0.01180051,0.0002487589,0.00005394187,0.0002230544,0.00001777505,0.3181232],"genre_scores_gemma":[0.9201984,0.004278369,0.00009448291,0.0008852157,0.0000258395,0.00001545695,0.00005916486,0.00001601305,0.07442689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06168456,"threshold_uncertainty_score":0.4475549,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"}]}