{"meta":{"query_hash":"14a15b64701f","filters":{"venue":"Cognitive science and technology"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/14a15b64701f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cognitive+science+and+technology"},"results":[{"id":"W2499477643","doi":"10.1007/978-981-10-0321-9_18","title":"I Want to Believe—Empathy and Catharsis in Robotic Art","year":2016,"lang":"en","type":"book-chapter","venue":"Cognitive science and technology","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Empathy; Nothing; Catharsis; Simple (philosophy); Artificial intelligence; Aesthetics; Robotics; Psychology; Computer science; Human–computer interaction; Cognitive science; Robot; Art; Epistemology; Social psychology; Psychoanalysis; Philosophy","score_opus":0.033322619047112347,"score_gpt":0.3336193949672787,"score_spread":0.30029677592016635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499477643","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010011398,0.012814626,0.00961053,0.012608046,0.0008374442,0.000017987128,0.00001611624,0.000030400806,0.9540535],"genre_scores_gemma":[0.6765656,0.008847714,0.0059608095,0.0038388062,0.0008724131,0.000096383825,0.00003689926,0.0001171422,0.3036643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99922717,0.00046211586,0.000016363318,0.0000668513,0.00017083457,0.00005669924],"domain_scores_gemma":[0.99954885,0.00029357697,0.000031262476,0.00004527034,0.000042005322,0.000038999427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089489995,0.00040378707,0.0001691483,0.0004195957,0.0025708654,0.004233672,0.00047155155,0.002050436,0.005660971],"category_scores_gemma":[0.0023439194,0.00016894424,0.00018888441,0.0003604127,0.017121278,0.004757001,0.0019249703,0.0031008404,0.0009072376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063561506,0.000008451667,0.00005069047,0.000028982799,0.000002104356,0.000031912627,0.0050976933,0.00010291997,0.00015480176,0.97584414,0.007054299,0.011617592],"study_design_scores_gemma":[0.0000048675975,0.0000120138575,0.00032923673,0.00012949787,0.0000022924917,0.0002095649,0.00321535,0.00032174724,0.00023048028,0.7628632,0.23267211,0.000009606185],"about_ca_topic_score_codex":0.0014721334,"about_ca_topic_score_gemma":0.0026087489,"teacher_disagreement_score":0.005660971,"about_ca_system_score_codex":0.0016960704,"about_ca_system_score_gemma":0.0012705396,"threshold_uncertainty_score":0.018937886},"labels":[],"label_agreement":null},{"id":"W2505291872","doi":"10.1007/978-981-10-0321-9_12","title":"Still and Useless: The Ultimate Automaton","year":2016,"lang":"en","type":"book-chapter","venue":"Cognitive science and technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Automaton; Robot; Computer science; Point (geometry); Illusion; Interactivity; Artificial life; Artificial intelligence; Human–computer interaction; Psychology; Mathematics; World Wide Web; Cognitive psychology","score_opus":0.007913901054245819,"score_gpt":0.20852103120892176,"score_spread":0.20060713015467593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505291872","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069098473,0.011312912,0.104068965,0.0099843005,0.001358728,0.00002516962,0.00014144303,0.00026598838,0.8659328],"genre_scores_gemma":[0.48169795,0.011276817,0.058790926,0.0035094365,0.001003633,0.00019370203,0.00031840938,0.0008511344,0.4423579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99961615,0.0001554,0.000017257615,0.00008048149,0.00009063461,0.000040024635],"domain_scores_gemma":[0.9996038,0.00019925994,0.00001357377,0.00009695163,0.00005739069,0.00002894197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005237996,0.00052484917,0.0003485091,0.00048431303,0.0018435048,0.004434161,0.00085632567,0.0015442689,0.009886677],"category_scores_gemma":[0.0018624008,0.00034568415,0.0004284526,0.00047103205,0.0086958455,0.006310877,0.0016769441,0.0027201157,0.0030742516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002346047,0.0000013732061,0.000016773327,0.000010030905,7.5399504e-7,0.0000075682374,0.00023967946,0.00016372849,0.00004969967,0.9919411,0.003139388,0.0044275485],"study_design_scores_gemma":[0.0000014400365,0.000002428094,0.000017221844,0.00003099409,0.0000014443222,0.000021516964,0.00010961826,0.00064565113,0.000084692525,0.92851454,0.07056703,0.0000034262714],"about_ca_topic_score_codex":0.001995009,"about_ca_topic_score_gemma":0.003484396,"teacher_disagreement_score":0.009886677,"about_ca_system_score_codex":0.0015110731,"about_ca_system_score_gemma":0.0012998763,"threshold_uncertainty_score":0.03307426},"labels":[],"label_agreement":null},{"id":"W2529591719","doi":"10.1007/978-981-10-0213-7_1","title":"Neural Mechanisms of Saliency, Attention, and Orienting","year":2016,"lang":"en","type":"book-chapter","venue":"Cognitive science and technology","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Neuroscience; Cognitive psychology; Cognitive science; Computer science","score_opus":0.07260486573776723,"score_gpt":0.26187654062511156,"score_spread":0.18927167488734434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529591719","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086731926,0.46311,0.09424704,0.007212434,0.0019296586,0.00004800317,0.00024066016,0.00037117384,0.3461091],"genre_scores_gemma":[0.7169443,0.1752503,0.027518528,0.0010424808,0.0023031137,0.00010158277,0.0002318046,0.00011201622,0.07649582],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999603,0.0000058895753,0.0000015516408,0.000010933114,0.000015247562,0.000006097196],"domain_scores_gemma":[0.99993837,0.000037734553,0.0000060602106,0.000005175304,0.000007655427,0.000005020461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015972983,0.0003433162,0.00020115908,0.000346131,0.00015476941,0.000977675,0.00047840507,0.00060584873,0.0027865442],"category_scores_gemma":[0.00038257608,0.00013560805,0.00018814637,0.00032704385,0.000974905,0.0011168432,0.0003267266,0.00060439215,0.00039245066],"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":[0.0001992515,0.000057945417,0.0009881173,0.0007441304,0.00006370368,0.0003296799,0.00066164037,0.0015800584,0.0695574,0.41053104,0.01548937,0.49979767],"study_design_scores_gemma":[0.000028941813,0.0000949381,0.013601052,0.0002685674,0.000042518303,0.0010042343,0.00029048242,0.004597825,0.011291847,0.8586683,0.11006592,0.00004545355],"about_ca_topic_score_codex":0.00046802126,"about_ca_topic_score_gemma":0.000666708,"teacher_disagreement_score":0.0027865442,"about_ca_system_score_codex":0.00034937912,"about_ca_system_score_gemma":0.00021631665,"threshold_uncertainty_score":0.009321928},"labels":[],"label_agreement":null}]}