{"meta":{"query_hash":"37c79f858a1c","filters":{"venue":"Publishing Research"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/37c79f858a1c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Publishing+Research"},"results":[{"id":"W4385893854","doi":"10.48130/pr-2023-0001","title":"A book review of Ultra Libris: Policy, Technology, and the Creative Economy of Book Publishing in Canada. By Rowland Lorimer. Toronto, Canada: ECW Press, 2012. 432 pp. ISBN 9781770410763","year":2023,"lang":"en","type":"review","venue":"Publishing Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Media studies; Political science; Library science; Management; Economic history; History; Sociology; Economics; Law; Computer science","score_opus":0.08391480312763698,"score_gpt":0.33076431812805707,"score_spread":0.24684951500042007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385893854","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005827168,0.9908653,0.00003598017,0.0026632363,0.00094365014,0.000012462099,0.0001770871,0.00001780577,0.0052261283],"genre_scores_gemma":[0.0008440634,0.98277986,0.00011474659,0.0013901258,0.00040675924,0.000015638885,0.00024027991,0.000014208249,0.014194308],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983676,0.00013776694,0.00010482956,0.00008770121,0.0011348737,0.0001671801],"domain_scores_gemma":[0.9953831,0.0006515877,0.00026197697,0.0000645578,0.003164174,0.00047456726],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013907797,0.0012021998,0.0020483627,0.008413296,0.0018750696,0.004789879,0.0014813676,0.0017706277,0.024181418],"category_scores_gemma":[0.0051849736,0.0006179461,0.0005408148,0.020903882,0.0016157265,0.0025070987,0.0012810089,0.002028248,0.0090507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027608614,0.000011746973,0.00012451233,0.0063795117,0.000028482367,0.000042616895,0.00009303691,0.00006227716,0.00009847952,0.001695994,0.8007293,0.19070649],"study_design_scores_gemma":[0.0000056622443,0.000007839267,0.00097023067,0.005362864,0.000038699804,0.000096658354,0.0001079968,0.000013347257,0.000051390707,0.00028630023,0.99304694,0.000012076668],"about_ca_topic_score_codex":0.5225632,"about_ca_topic_score_gemma":0.7834126,"teacher_disagreement_score":0.9952101,"about_ca_system_score_codex":0.014036795,"about_ca_system_score_gemma":0.056154054,"threshold_uncertainty_score":0.960497},"labels":[],"label_agreement":null}]}