{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"85353f0491e9","filters":{"venue":"The International Institute of Administrative Sciences eBooks"}},"results":[{"id":"W4408610344","doi":"10.46996/pgs.v7e2/ch9","title":"The Medium Is “More” than the Message","year":2025,"lang":"en","type":"book-chapter","venue":"The International Institute of Administrative Sciences eBooks","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","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":"Computer science","authors":[{"name":"Sanjeev Chopra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1215899567231201,"gpt":0.396201707173322,"spread":0.2746117504502019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004758248,0.0009282221,0.0004380115,0.001585973,0.005381522,0.01501026,0.0009719997,0.003727301,0.02094607],"category_scores_gemma":[0.01322135,0.0003386088,0.0004286148,0.001143747,0.02388695,0.02414469,0.007541279,0.007137661,0.007416902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003641467,"about_ca_system_score_gemma":0.00321712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004543885,"about_ca_topic_score_gemma":0.004393204,"domain_scores_codex":[0.993683,0.003155017,0.0002706819,0.0007022545,0.001699041,0.0004900278],"domain_scores_gemma":[0.993107,0.003075272,0.0006813368,0.001139931,0.001174289,0.0008222144],"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":[0.00007112878,0.00001967985,0.0008868449,0.0002483775,0.00002070112,0.0001876127,0.02742711,0.0000768027,0.0007117346,0.8450879,0.09589447,0.02936767],"study_design_scores_gemma":[0.000007382197,0.00003820285,0.0005904102,0.0004309257,0.0000165958,0.0003238494,0.009252532,0.00007607572,0.0004521194,0.1009561,0.8878239,0.00003198425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01545855,0.01119184,0.02563111,0.2681015,0.01634346,0.00008611419,0.0006056351,0.0004200949,0.6621617],"genre_scores_gemma":[0.6069487,0.01126736,0.01397044,0.09865586,0.01159603,0.0002454929,0.0006344775,0.001010762,0.2556709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02094607,"threshold_uncertainty_score":0.07007152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}