{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"4a4dd217aa51","filters":{"venue":"Perspectives in pragmatics, psychology & philosophy"}},"results":[{"id":"W2754582632","doi":"10.1007/978-3-319-62545-4","title":"Interpreting Straw Man Argumentation","year":2017,"lang":"en","type":"book","venue":"Perspectives in pragmatics, psychology & philosophy","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Argumentation theory; Straw; Epistemology; Philosophy; Biology; Agronomy","authors":[{"name":"Fabrizio Macagno","is_ca":false},{"name":"Douglas Walton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04114825774719815,"gpt":0.3772321896913667,"spread":0.3360839319441686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003360554,0.0008536136,0.0007266811,0.001583073,0.003481306,0.009647291,0.001308895,0.003769177,0.01798091],"category_scores_gemma":[0.01015114,0.0005445394,0.0006227476,0.001437707,0.009322393,0.01109675,0.002990258,0.003929197,0.003836762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558261,"about_ca_system_score_gemma":0.001483783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670145,"about_ca_topic_score_gemma":0.002500518,"domain_scores_codex":[0.9962648,0.002746924,0.00008216734,0.0003321135,0.0004021035,0.0001718881],"domain_scores_gemma":[0.9982939,0.001094943,0.00008454378,0.0002346739,0.0002265352,0.00006539968],"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":[0.00001147621,0.000007885608,0.00006318431,0.00002160252,0.000005754661,0.00006353362,0.002110504,0.0002006041,0.00006942994,0.9808416,0.007594159,0.009010361],"study_design_scores_gemma":[0.000005664068,0.000003836475,0.00005617656,0.00005803978,0.000004141925,0.00007962362,0.0009065024,0.0008746724,0.0001005113,0.9393166,0.05858893,0.000005370365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.011367,0.005522822,0.160557,0.01697058,0.001244695,0.00004848667,0.0001410223,0.0003907282,0.8037577],"genre_scores_gemma":[0.7613301,0.002855461,0.06134133,0.002621208,0.001036135,0.0001461716,0.0003930509,0.0008720583,0.1694044],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01798091,"threshold_uncertainty_score":0.06015211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2570386001","doi":"10.1007/978-3-319-47489-2_14","title":"Non-Alzheimer Dementias","year":2017,"lang":"en","type":"book-chapter","venue":"Perspectives in pragmatics, psychology & philosophy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Neuroscience; Medicine","authors":[{"name":"Angela Roberts","is_ca":false},{"name":"Marie Y. Savundranayagam","is_ca":true},{"name":"J. B. Orange","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0747692685333602,"gpt":0.4036654797383398,"spread":0.3288962112049796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001182269,0.0005306855,0.0004586131,0.0008234893,0.00171749,0.002136852,0.0005758486,0.001119486,0.01258644],"category_scores_gemma":[0.001366983,0.000168095,0.0003167958,0.0006216286,0.002642016,0.002576396,0.001935472,0.001998295,0.002828243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485144,"about_ca_system_score_gemma":0.001743114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003474689,"about_ca_topic_score_gemma":0.007727322,"domain_scores_codex":[0.9995425,0.000171522,0.00003299002,0.00005253532,0.000105193,0.0000952898],"domain_scores_gemma":[0.9997036,0.0001089204,0.00002229825,0.00001844242,0.00005237698,0.00009434065],"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":[0.00008296641,0.0001859697,0.001915906,0.0004789018,0.0000198867,0.001299965,0.01273449,0.00006297261,0.0002934866,0.5158966,0.2576783,0.2093505],"study_design_scores_gemma":[0.00001355101,0.00003936057,0.00205272,0.0004177076,0.000007999413,0.002076389,0.002516181,0.00002793948,0.000057398,0.07865189,0.9141333,0.000005595201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0137891,0.1612831,0.001106785,0.04366302,0.004972045,0.00003293126,0.0001415861,0.00004071461,0.7749708],"genre_scores_gemma":[0.2262197,0.1381204,0.002093393,0.03191854,0.005027185,0.00009504068,0.0004604951,0.00004743664,0.596018],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01258644,"threshold_uncertainty_score":0.04210585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755602122","doi":"10.1007/978-3-319-62545-4_1","title":"Using Quotations: Their Argumentative Uses and Their Manipulations","year":2017,"lang":"en","type":"book-chapter","venue":"Perspectives in pragmatics, psychology & philosophy","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Argumentative; Computer science; Epistemology; Philosophy","authors":[{"name":"Fabrizio Macagno","is_ca":false},{"name":"Douglas Walton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1747343736964209,"gpt":0.3808147222630547,"spread":0.2060803485666338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02514072,0.001541658,0.001314085,0.003795564,0.004167871,0.006970671,0.001401257,0.001807887,0.01527479],"category_scores_gemma":[0.2398658,0.001131219,0.0006617425,0.008719624,0.008968833,0.01323826,0.006591323,0.00444794,0.002650423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002359704,"about_ca_system_score_gemma":0.001585445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006759455,"about_ca_topic_score_gemma":0.0004352157,"domain_scores_codex":[0.9113859,0.06687414,0.006579862,0.00410565,0.009910015,0.001144441],"domain_scores_gemma":[0.6206365,0.3329875,0.009804202,0.01463699,0.02106051,0.0008741498],"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":[0.003742232,0.0006990844,0.008195603,0.007183261,0.0002365231,0.0005623366,0.1759273,0.000275693,0.02902845,0.5487277,0.01140017,0.2140216],"study_design_scores_gemma":[0.001159006,0.001245591,0.04315166,0.007461332,0.001599265,0.00164326,0.1321461,0.007293795,0.08119636,0.4244461,0.2980659,0.0005916607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4424161,0.005847126,0.1694291,0.008394101,0.004542164,0.003890244,0.002427805,0.0008651057,0.3621882],"genre_scores_gemma":[0.917971,0.002485178,0.06284965,0.0009013588,0.0007306069,0.005962014,0.0009180982,0.0009926867,0.007189535],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02514072,"threshold_uncertainty_score":0.1329584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}