{"meta":{"query_hash":"81314eca5432","filters":{"venue":"Controversies"},"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/81314eca5432","api":"https://metacan.xera.ac/api/v1/cohort?venue=Controversies"},"results":[{"id":"W601933451","doi":"10.1075/cvs.5","title":"Dialog Theory for Critical Argumentation","year":2007,"lang":"en","type":"book","venue":"Controversies","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Dialog box; Argumentation theory; Persuasion; Argument (complex analysis); Conversation; Negotiation; Politeness; Computer science; The Internet; Epistemology; Psychology; World Wide Web; Political science; Communication; Social psychology; Law; Philosophy","score_opus":0.022526039631860617,"score_gpt":0.29066501401293415,"score_spread":0.26813897438107354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W601933451","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015445772,0.0006555458,0.86033213,0.000347094,0.0020638488,0.00050159096,0.00003528877,0.000095629664,0.13596734],"genre_scores_gemma":[0.006819574,0.000048618,0.015995583,0.0026758295,0.001992169,0.000091717164,0.00018755191,0.000046350848,0.97214264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885356,0.00004759031,0.0002618678,0.00034491275,0.00024557777,0.00024646518],"domain_scores_gemma":[0.99639064,0.0029334805,0.00015026946,0.00031149617,0.00014751602,0.00006659573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051962654,0.00018016,0.00026543642,0.00013203897,0.00013195055,0.00013946953,0.00036670498,0.0002074995,0.000033897424],"category_scores_gemma":[0.00050728995,0.00017442775,0.00016572495,0.000030882085,0.000064443964,0.00032566692,0.00006560045,0.00010124176,0.00008425851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021773953,0.00001228065,0.0000032968928,0.000081859034,0.000035962847,0.0000034293328,0.00023734766,0.0000015953531,0.00005312834,0.89063257,0.10196294,0.0069538397],"study_design_scores_gemma":[0.0015227081,0.00018838678,0.00009415253,0.0001536119,0.00009767017,0.0000047297576,0.000036491096,0.002808239,0.0003678665,0.33507252,0.6591768,0.00047679688],"about_ca_topic_score_codex":0.0000039598094,"about_ca_topic_score_gemma":0.0000060350653,"teacher_disagreement_score":0.8443365,"about_ca_system_score_codex":0.00018694876,"about_ca_system_score_gemma":0.00012652157,"threshold_uncertainty_score":0.7112957},"labels":[],"label_agreement":null}]}