{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"310646c1de14","filters":{"venue":"International Journal of Technoethics"}},"results":[{"id":"W2024808605","doi":"10.4018/jte.2012040105","title":"Brain, Body, and Mind Neuroethics with a Human Face","year":2012,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Neuroethics; Face (sociological concept); Psychology; Mind–body problem; Neuroscience; Cognitive science; Philosophy; Epistemology; Sociology; Social science","authors":[{"name":"Jenna Patterson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07674832246404578,"gpt":0.3806110133000576,"spread":0.3038626908360119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003037021,0.0003544703,0.0003163229,0.0004813849,0.004500815,0.005483659,0.000518596,0.003653388,0.00888731],"category_scores_gemma":[0.005565672,0.0001533774,0.0003618188,0.0002340086,0.02754703,0.005313672,0.005301075,0.005558429,0.0008337644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276722,"about_ca_system_score_gemma":0.002801748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046385,"about_ca_topic_score_gemma":0.001668553,"domain_scores_codex":[0.9976823,0.001566553,0.00003964983,0.0001241119,0.0004111496,0.0001761991],"domain_scores_gemma":[0.9983353,0.000836675,0.0001171733,0.0002468437,0.0001475648,0.0003163873],"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":[0.00006582418,0.0000778147,0.0007188445,0.0001009418,0.00001711672,0.000404487,0.01342562,0.0003730119,0.002094123,0.9274611,0.01636751,0.03889352],"study_design_scores_gemma":[0.00002489623,0.0001161853,0.001192167,0.0003433012,0.00001751991,0.001326812,0.01102834,0.0007889998,0.001151065,0.746401,0.2375716,0.00003809379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05082269,0.01371904,0.04466187,0.2353418,0.006371798,0.00008304924,0.0000571125,0.0001484439,0.6487942],"genre_scores_gemma":[0.8815864,0.003963226,0.02246143,0.0299054,0.002041147,0.0001413165,0.0000192195,0.00009577845,0.05978617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00888731,"threshold_uncertainty_score":0.02973104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965931325","doi":"10.4018/ijt.2015010101","title":"The Ethics of Neuroenhancement","year":2015,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre; Carleton University; University of Ottawa","funders":"","keywords":"Neuroethics; Human enhancement; Excellence; Competition (biology); Cognition; Environmental ethics; Psychology; Solidarity; Epistemology; Sociology; Social psychology; Law and economics; Political science; Law; Politics","authors":[{"name":"Nils‐Frederic Wagner","is_ca":true},{"name":"Jeffrey C. Robinson","is_ca":true},{"name":"Christine Wiebking","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.216521941940066,"gpt":0.4282054599713094,"spread":0.2116835180312434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00912929,0.0004406552,0.0004835936,0.000779339,0.003742795,0.007328941,0.001491401,0.01211759,0.004514959],"category_scores_gemma":[0.01207465,0.0002399562,0.0005250243,0.0004820824,0.04898042,0.005483639,0.004376713,0.01108796,0.001260007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004762544,"about_ca_system_score_gemma":0.004768435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933572,"about_ca_topic_score_gemma":0.001910835,"domain_scores_codex":[0.9899513,0.00563495,0.0003833106,0.001228509,0.002105803,0.0006961454],"domain_scores_gemma":[0.99286,0.004391751,0.0003965839,0.001018001,0.0009553782,0.0003781438],"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":[0.000006380815,0.000004850131,0.00006838018,0.00001768678,0.000002423705,0.00005263129,0.000308768,0.00007585689,0.00002755412,0.9900126,0.005659231,0.00376349],"study_design_scores_gemma":[0.00001151345,0.00001037931,0.000123016,0.000122632,0.000003821234,0.0001698999,0.000277571,0.0002833203,0.0001277457,0.8633031,0.1355559,0.00001100287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007590575,0.02312938,0.02353519,0.4935047,0.003261655,0.00005325584,0.00009623644,0.00008433376,0.4487447],"genre_scores_gemma":[0.717537,0.01383084,0.01563851,0.151426,0.008524339,0.0005776134,0.00007914463,0.0001595594,0.09222696],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01211759,"threshold_uncertainty_score":0.04828084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2270658095","doi":"10.4018/ijt.2016010105","title":"Technoethical Inquiry into Ethical Hacking at a Canadian University","year":2016,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Government, Law, and Information Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Hacker; Sensemaking; Engineering ethics; Stakeholder; Public relations; Sociology; Knowledge management; Ethical decision; Business; Political science; Computer science; Engineering; Computer security","authors":[{"name":"Baha Abu-Shaqra","is_ca":true},{"name":"Rocci Luppicini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0341535926777724,"gpt":0.3352694841946623,"spread":0.3011158915168899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01282856,0.0005018021,0.0006010878,0.005081155,0.06915006,0.01175151,0.002420793,0.003035022,0.003107008],"category_scores_gemma":[0.02210125,0.0006355527,0.0004006839,0.007079612,0.03082568,0.003792311,0.006182973,0.005768155,0.0002285982],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1545948,"about_ca_system_score_gemma":0.2212689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.935028,"about_ca_topic_score_gemma":0.9675677,"domain_scores_codex":[0.9855207,0.007653233,0.0003733522,0.0007187658,0.002815105,0.002918799],"domain_scores_gemma":[0.9769341,0.01160764,0.001603288,0.0004726568,0.004562774,0.00481947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000167053,0.00005929822,0.004023182,0.00006889232,0.000002550476,0.001144908,0.9666836,0.0000929216,0.0003745389,0.01769515,0.002332804,0.007505448],"study_design_scores_gemma":[0.000002559918,0.00002106576,0.003855875,0.0001242874,0.000004024943,0.0001747346,0.9575967,0.0001796696,0.0001945469,0.001200267,0.03662436,0.00002197709],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865672,0.001469097,0.003308295,0.02989338,0.0002174866,0.0004629711,0.0001181807,0.00004655544,0.07791682],"genre_scores_gemma":[0.9832243,0.001279627,0.001557997,0.001756666,0.00002168281,0.0001053457,0.00002144014,0.00001978811,0.01201322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9308499,"threshold_uncertainty_score":0.9805502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993680935","doi":"10.4018/jte.2010100101","title":"Cyber-Terrorism and Ethical Journalism","year":2010,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Terrorism; Cyberspace; Damages; The Internet; Political science; Lagging; Computer security; Public relations; Cyber threats; Law; Sociology; Internet privacy; Computer science","authors":[{"name":"Mahmoud M. A. Eid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02643972627856191,"gpt":0.3964287668504103,"spread":0.3699890405718484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01244176,0.0002641719,0.0003137726,0.002120584,0.005496195,0.01243161,0.00064462,0.003850356,0.003653103],"category_scores_gemma":[0.03382423,0.0002661945,0.0003222804,0.00177288,0.03000301,0.006527421,0.003890265,0.002559204,0.000564653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003233279,"about_ca_system_score_gemma":0.004625999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007417374,"about_ca_topic_score_gemma":0.0007945813,"domain_scores_codex":[0.9786167,0.01445019,0.0009889673,0.0009340179,0.003711633,0.001298601],"domain_scores_gemma":[0.9289541,0.04841843,0.0090356,0.004324951,0.005652523,0.003614345],"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":[0.00003164637,0.00005114511,0.002164378,0.0001582589,0.00001034869,0.0002891536,0.008458701,0.0002751495,0.0002642632,0.9689547,0.006272397,0.01306982],"study_design_scores_gemma":[0.00004158546,0.00006775733,0.004858658,0.0004805152,0.00001590242,0.001007438,0.01472738,0.0009654554,0.0007796616,0.7383664,0.238636,0.00005321642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1298238,0.01874147,0.01845895,0.1295592,0.002830205,0.0001816427,0.0001043087,0.0001059932,0.7001944],"genre_scores_gemma":[0.9771733,0.003723968,0.002596748,0.004676669,0.001728234,0.00007989751,0.00002104271,0.0000326502,0.009967394],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01244176,"threshold_uncertainty_score":0.06579918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056081593","doi":"10.4018/jte.2011100102","title":"Fairness and Regulation of Violence in Technological Design","year":2011,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Context (archaeology); Government (linguistics); Affect (linguistics); Computer science; Design elements and principles; Engineering ethics; Computer security; Risk analysis (engineering); Sociology; Business; Engineering; Software engineering","authors":[{"name":"Cameron Shelley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1402999536340144,"gpt":0.3902872276725258,"spread":0.2499872740385113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.05838685,0.000799144,0.001046817,0.002915733,0.007147877,0.009681287,0.002164461,0.004080032,0.003093551],"category_scores_gemma":[0.09055134,0.0009506766,0.001132735,0.00145441,0.05633625,0.00964537,0.009685654,0.003431635,0.0004403827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006112891,"about_ca_system_score_gemma":0.006800858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473479,"about_ca_topic_score_gemma":0.001300437,"domain_scores_codex":[0.8659098,0.1041136,0.004921356,0.005839029,0.01630537,0.002910946],"domain_scores_gemma":[0.9065824,0.05970139,0.00752664,0.01716751,0.007464714,0.001557276],"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":[0.00003069425,0.00003020296,0.001039118,0.00007840742,0.00001972929,0.00005395502,0.007852166,0.002998867,0.0004280217,0.9763605,0.0002953993,0.01081299],"study_design_scores_gemma":[0.00003727068,0.0000915152,0.0006560409,0.0001970279,0.00002112328,0.0001031368,0.00211533,0.003873782,0.001339909,0.971623,0.01990136,0.00004054454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1047105,0.002594577,0.6617612,0.01065917,0.0003787653,0.000338381,0.00003853853,0.0002684271,0.2192504],"genre_scores_gemma":[0.9569459,0.0003540995,0.03554695,0.0006297101,0.0000799687,0.0003963994,0.00001474317,0.0000820465,0.005950147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9928522,"threshold_uncertainty_score":0.3087829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022765589","doi":"10.4018/jte.2012070104","title":"The Use and Abuse of Digital Democracy","year":2012,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Public sphere; Citizen journalism; Democracy; Politics; Public relations; Sociology; Field (mathematics); Social media; Order (exchange); Political science; Social science; Law; Business","authors":[{"name":"Rachel Baarda","is_ca":true},{"name":"Rocci Luppicini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08549481041542233,"gpt":0.3876682764616668,"spread":0.3021734660462445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01403397,0.0003939853,0.0004276959,0.003858663,0.009174124,0.01269811,0.001059372,0.002917195,0.00363244],"category_scores_gemma":[0.03806034,0.000533069,0.0005459535,0.00353013,0.03253073,0.01364318,0.01543427,0.004279777,0.0004618312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003105951,"about_ca_system_score_gemma":0.00214715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191329,"about_ca_topic_score_gemma":0.001328791,"domain_scores_codex":[0.9520088,0.03678761,0.00164303,0.001659604,0.005861509,0.002039403],"domain_scores_gemma":[0.958748,0.02618359,0.00560896,0.00647187,0.001794057,0.001193526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001076594,0.00009623908,0.02221695,0.0004547916,0.00006859726,0.001540686,0.3846228,0.0002506562,0.001603415,0.4824635,0.004420964,0.1021538],"study_design_scores_gemma":[0.0000384832,0.0002452547,0.01846061,0.002451123,0.00007496701,0.006937972,0.3369435,0.001566875,0.004386978,0.1561757,0.4725974,0.0001211475],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6518812,0.00797945,0.01679107,0.0242979,0.0004523181,0.00008605298,0.00008215369,0.00009422524,0.2983355],"genre_scores_gemma":[0.9931679,0.001218989,0.0008212218,0.0009700736,0.00007154188,0.00004299483,0.0000163826,0.00002922582,0.003661594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01403397,"threshold_uncertainty_score":0.07421964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977507316","doi":"10.4018/jte.2011010105","title":"Technoethics and the State of Science and Technology Studies (STS) in Canada","year":2011,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Globe; Engineering ethics; Curriculum; Political science; Leverage (statistics); State (computer science); Public relations; Social science; Sociology; Engineering; Psychology; Law; Computer science","authors":[{"name":"Rocci Luppicini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4303853831914735,"gpt":0.4725564014055099,"spread":0.0421710182140364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003699265,0.0001574094,0.0002841341,0.002822566,0.01489387,0.007095914,0.0009362868,0.000784395,0.003590563],"category_scores_gemma":[0.0181847,0.0001992053,0.0001854935,0.005919029,0.01079125,0.001440198,0.003556833,0.001958787,0.0000856712],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1130541,"about_ca_system_score_gemma":0.2120863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868356,"about_ca_topic_score_gemma":0.9930889,"domain_scores_codex":[0.9920191,0.001290083,0.0002781088,0.0003862329,0.003500192,0.002526243],"domain_scores_gemma":[0.9768327,0.005786587,0.00316324,0.0004389574,0.007630148,0.006148299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002247572,0.0001520572,0.3820992,0.0004772172,0.00007114608,0.001014805,0.302309,0.001678506,0.001787693,0.1759508,0.01826258,0.1159722],"study_design_scores_gemma":[0.00001697714,0.00005469157,0.577812,0.000644687,0.00003315232,0.0001857963,0.3145071,0.001216993,0.0005405787,0.007982055,0.0968952,0.0001108548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995349,0.002553193,0.0005885342,0.02027408,0.000104511,0.00004842621,0.0002594056,0.000020971,0.076616],"genre_scores_gemma":[0.9972758,0.0006751361,0.00009087972,0.0002719112,0.000006385312,0.000005700528,0.00002640467,0.000003977691,0.001643668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9851061,"threshold_uncertainty_score":0.8202685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030939275","doi":"10.4018/ijt.2015010102","title":"A Design Model for Cognitive Engineering","year":2015,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Normative; Cognition; Virtue; Appeal; Agency (philosophy); Normative model of decision-making; Moral agency; Virtue ethics; Epistemology; Psychology; Sociology; Cognitive science; Engineering ethics; Social psychology; Law; Political science; Engineering; Philosophy","authors":[{"name":"Hector MacIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2369144890804067,"gpt":0.3731740650436229,"spread":0.1362595759632162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00332704,0.001087561,0.000517076,0.001237217,0.00159495,0.005696682,0.002497062,0.003511372,0.01343897],"category_scores_gemma":[0.004514963,0.0006043662,0.00140395,0.0009644019,0.006897587,0.007040639,0.003159333,0.003507911,0.002932837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033449,"about_ca_system_score_gemma":0.002686848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112164,"about_ca_topic_score_gemma":0.002093107,"domain_scores_codex":[0.9977665,0.001043834,0.0001576629,0.0002905138,0.0006051248,0.0001362176],"domain_scores_gemma":[0.9978257,0.001148806,0.0001352339,0.0004396671,0.000301641,0.0001489708],"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":[0.000002626868,0.000007696087,0.00002523541,0.00002563328,0.000002486993,0.00002979663,0.0001611415,0.001786487,0.0000906994,0.9935226,0.0006163543,0.003729117],"study_design_scores_gemma":[0.00001477925,0.00001865464,0.00002487256,0.00005444622,0.000004885443,0.00008989403,0.00009480966,0.01285186,0.0001471167,0.9251482,0.06154186,0.000008692116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001886706,0.0006797619,0.9202667,0.00539217,0.0001666282,0.0001732967,0.00007523772,0.0003548373,0.07100455],"genre_scores_gemma":[0.1649817,0.001349664,0.7846891,0.001455002,0.0001752704,0.001662203,0.0002270414,0.0002400436,0.04521994],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01343897,"threshold_uncertainty_score":0.04495782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018810689","doi":"10.4018/jte.2012040101","title":"The Humanity of the Human Body","year":2012,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanity; Postmodernity; Bioethics; Sociology; Environmental ethics; Perspective (graphical); Field (mathematics); Modernity; Epistemology; Human enhancement; Human body; Engineering ethics; Political science; Philosophy; Law; Computer science; Engineering","authors":[{"name":"José María Galván‐Román","is_ca":false},{"name":"Rocci Luppicini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09079391613703655,"gpt":0.392470079118518,"spread":0.3016761629814815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003243636,0.0003383787,0.0004475844,0.001092714,0.002898203,0.009707734,0.0007291714,0.003316595,0.005821629],"category_scores_gemma":[0.005473078,0.0001959109,0.0002883776,0.000630873,0.04993561,0.006224993,0.005096292,0.00361414,0.001159803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746912,"about_ca_system_score_gemma":0.003255124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169017,"about_ca_topic_score_gemma":0.0007805854,"domain_scores_codex":[0.9962584,0.002337297,0.0001111059,0.0003905734,0.0006626641,0.0002399393],"domain_scores_gemma":[0.9961749,0.002411819,0.0003007685,0.0004766396,0.0003322464,0.0003035518],"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":[0.00001383448,0.000008455066,0.0002304885,0.0001392491,0.000004805227,0.0001143143,0.005810805,0.0001626421,0.0004641965,0.9672861,0.003623435,0.0221417],"study_design_scores_gemma":[0.00001051417,0.00006304846,0.0010927,0.0009364975,0.000008685114,0.0009120608,0.005632456,0.0002868456,0.0006434452,0.6562235,0.3341603,0.00003006192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03399529,0.1231939,0.05167902,0.1006206,0.004042584,0.0000921648,0.0001249979,0.0001501373,0.6861013],"genre_scores_gemma":[0.8654541,0.04446033,0.0141694,0.01504031,0.003114969,0.000235,0.00007617585,0.0001059028,0.05734381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009707734,"threshold_uncertainty_score":0.01947522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2402406061","doi":"10.4018/ijt.2016070106","title":"Ethics, Decision-Making, and Risk Communication in the Era of Terroredia","year":2016,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Terrorism; Rationality; Islam; Public relations; Political science; State (computer science); Ethical issues; Public opinion; Political economy; Law; Sociology; Engineering ethics; Engineering; Politics; History; Computer science","authors":[{"name":"Mahmoud M. A. Eid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03039387562062503,"gpt":0.3969823132606761,"spread":0.3665884376400511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01168393,0.0004123653,0.0003335108,0.001267559,0.003877313,0.009313826,0.0005981441,0.002955877,0.001370136],"category_scores_gemma":[0.01419556,0.0002811393,0.0002581213,0.00104141,0.0406117,0.005803825,0.003210726,0.003777859,0.0001751413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005050992,"about_ca_system_score_gemma":0.005035041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002997046,"about_ca_topic_score_gemma":0.002370764,"domain_scores_codex":[0.9858612,0.01167264,0.0002582112,0.0004756021,0.001150038,0.0005822677],"domain_scores_gemma":[0.9782235,0.01594933,0.002672128,0.0008582748,0.001405427,0.0008913809],"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":[0.00003648658,0.00004136029,0.002795464,0.00008144561,0.00002201927,0.0003156267,0.03089498,0.001784741,0.0002058756,0.9512801,0.001388608,0.01115326],"study_design_scores_gemma":[0.00001229708,0.00003331401,0.002668633,0.0002137163,0.00001082701,0.0002000368,0.02078654,0.001982638,0.000278942,0.9446,0.02917989,0.0000332131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2852611,0.01534215,0.0663828,0.1342535,0.0006726763,0.0001383834,0.00007786541,0.00004816191,0.4978233],"genre_scores_gemma":[0.9915445,0.001684408,0.003066741,0.001495043,0.0001435756,0.00003315738,0.000006661253,0.0000083391,0.00201755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01168393,"threshold_uncertainty_score":0.06179124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994628740","doi":"10.4018/jte.2011040105","title":"Socio-Technical Influences of Cyber Espionage","year":2011,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Espionage; Politics; Counterintelligence; Industrial espionage; Variety (cybernetics); Government (linguistics); Political science; Documentation; Public relations; Sociology; Law","authors":[{"name":"Xue Lin","is_ca":true},{"name":"Rocci Luppicini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03966469371302263,"gpt":0.3087806920305743,"spread":0.2691159983175517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00323226,0.0002782598,0.0001663462,0.002837728,0.004238024,0.004431175,0.0003850616,0.001011967,0.003619329],"category_scores_gemma":[0.01144351,0.0002091248,0.0002039132,0.001487019,0.01126345,0.003368372,0.004048168,0.001117214,0.0001839894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543834,"about_ca_system_score_gemma":0.001392273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153279,"about_ca_topic_score_gemma":0.00317135,"domain_scores_codex":[0.9953192,0.003140075,0.0001832357,0.0002139156,0.0006812366,0.0004622948],"domain_scores_gemma":[0.9843276,0.009996562,0.003223368,0.0007884891,0.000801423,0.0008625959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002156549,0.0004209312,0.2511821,0.0004193629,0.00008185246,0.01313938,0.3741616,0.005414975,0.00534497,0.2890185,0.002541908,0.05805878],"study_design_scores_gemma":[0.00002798463,0.0002628646,0.1978797,0.0004417714,0.0000728427,0.004614145,0.6066303,0.004977556,0.003144631,0.08835189,0.09350622,0.00009018649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106092,0.0005624116,0.002999177,0.00226052,0.00003575061,0.00004112461,0.0000258619,0.00002094271,0.08344501],"genre_scores_gemma":[0.9989574,0.0002446263,0.0001796661,0.00004789983,0.000009101496,0.000005138315,0.000004537757,0.000003652664,0.0005480884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004431175,"threshold_uncertainty_score":0.01845694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092631955","doi":"10.4018/jte.2012100101","title":"A Triad of Crisis Communication in the United States","year":2012,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Superpower; Transparency (behavior); Public relations; Political science; Politics; Government (linguistics); Scholarship; Context (archaeology); Democracy; Political economy; Public administration; Sociology; Law","authors":[{"name":"Mahmoud M. A. Eid","is_ca":true},{"name":"Jenna Bresolin Slade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09190959183946866,"gpt":0.4457896552074333,"spread":0.3538800633679646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062125,0.0002469431,0.0002485884,0.001964438,0.01088302,0.009510098,0.0005428776,0.002167964,0.007099097],"category_scores_gemma":[0.005936183,0.0003189809,0.0002122433,0.002288337,0.005254306,0.007127902,0.007591964,0.003997575,0.0004888183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0035871,"about_ca_system_score_gemma":0.003290151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793863,"about_ca_topic_score_gemma":0.03129835,"domain_scores_codex":[0.9973899,0.001464802,0.00009888561,0.0001789662,0.0004033062,0.0004641197],"domain_scores_gemma":[0.99576,0.001729025,0.0006513941,0.0002592362,0.0006663084,0.0009340115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000249357,0.0001617099,0.03278344,0.0003029429,0.00003314022,0.003855142,0.6508026,0.0003193558,0.001299235,0.1042222,0.08897492,0.116996],"study_design_scores_gemma":[0.00001032658,0.00005160119,0.02659444,0.0004137981,0.00001241064,0.001164273,0.7384992,0.0004630545,0.0002977022,0.01268445,0.2197594,0.00004942375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6582803,0.00511205,0.001807467,0.09939867,0.001544345,0.00005495696,0.0002173335,0.0001646397,0.2334203],"genre_scores_gemma":[0.9896042,0.001324679,0.0002825483,0.004103687,0.0002361083,0.00003423567,0.00007697011,0.00003597776,0.004301484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793863,"threshold_uncertainty_score":0.03566843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966900287","doi":"10.4018/jte.2011010104","title":"Cellular Telephones and Social Interactions","year":2011,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Media Influence and Health","field":"Arts and Humanities","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":"Jealousy; Affect (linguistics); Internet privacy; Tracking (education); Quarter (Canadian coin); Psychology; Order (exchange); Social psychology; Business; Computer science; Communication; History","authors":[{"name":"Steven Stern","is_ca":false},{"name":"Benjamin E. Grounds","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.152331675546591,"gpt":0.3235687892533033,"spread":0.1712371137067124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003957906,0.0001580808,0.0001005738,0.00102618,0.001332094,0.002210296,0.000145948,0.0006080134,0.006245354],"category_scores_gemma":[0.003950574,0.00008609387,0.0001153462,0.0007154761,0.00117772,0.0007593851,0.001098659,0.0003820265,0.0004229134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533158,"about_ca_system_score_gemma":0.0002689217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003805542,"about_ca_topic_score_gemma":0.005529315,"domain_scores_codex":[0.999203,0.0004731259,0.00003434563,0.0000572919,0.0001330023,0.00009926096],"domain_scores_gemma":[0.9963,0.001803145,0.00114103,0.00009585901,0.0002157803,0.0004441438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003683174,0.000386618,0.7049659,0.0003585168,0.0001675948,0.001759526,0.07406246,0.0003437458,0.003314277,0.01689232,0.003595843,0.1937848],"study_design_scores_gemma":[0.00001927208,0.0003457649,0.8755137,0.0001987104,0.00008280994,0.001637758,0.06805251,0.0002887323,0.0005100381,0.003583636,0.04972943,0.00003770762],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440979,0.004120334,0.0003652804,0.001374551,0.00005427094,0.00001691814,0.0001044468,0.000009716501,0.04985659],"genre_scores_gemma":[0.9970157,0.001049855,0.00008246258,0.0001001524,0.00003293871,0.000005952949,0.00001747458,0.000002213041,0.001693143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006245354,"threshold_uncertainty_score":0.02089274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967853986","doi":"10.4018/jte.2012070105","title":"Systems of Ethical Reasoning and Media Communications","year":2012,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Engineering ethics; Psychology; Cognitive science; Engineering","authors":[{"name":"Mahmoud M. A. Eid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1215285638213532,"gpt":0.3529401161317145,"spread":0.2314115523103613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01091201,0.00054777,0.0006868198,0.003269881,0.005305467,0.01829925,0.001750623,0.008849773,0.03165998],"category_scores_gemma":[0.04458901,0.000718614,0.001281884,0.002669905,0.0224938,0.01935304,0.003981181,0.004139783,0.003860764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00587812,"about_ca_system_score_gemma":0.00402214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005733692,"about_ca_topic_score_gemma":0.003793807,"domain_scores_codex":[0.9880167,0.009224604,0.0003911424,0.0006492749,0.001212581,0.000505638],"domain_scores_gemma":[0.9440416,0.04745101,0.001643481,0.003279834,0.002940293,0.0006437505],"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":[0.000004386835,0.000005412247,0.00008365262,0.00001374112,0.00000444317,0.00002995306,0.0005140546,0.0003583912,0.00002235067,0.9925209,0.003697169,0.002745574],"study_design_scores_gemma":[0.000005673392,0.000002603934,0.00006474556,0.00002999539,0.000002755776,0.00003595816,0.0003006743,0.002246356,0.00007233678,0.9849228,0.01231151,0.000004580741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01584146,0.002942771,0.2364906,0.1382117,0.00151359,0.0001414043,0.0004038785,0.0005527028,0.6039019],"genre_scores_gemma":[0.8650392,0.001431333,0.06688336,0.007564007,0.001755087,0.000358884,0.000404155,0.000334825,0.05622913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03165998,"threshold_uncertainty_score":0.1059132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810932025","doi":"10.4018/ijt.2018070101","title":"De-Marginalizing Technophilosophy and Ethical Inquiry for an Evolving Technological Society","year":2018,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Leverage (statistics); Engineering ethics; Political science; Relevance (law); Sociology; Key (lock); Environmental ethics; Engineering; Law; Philosophy; Computer science","authors":[{"name":"Rocci Luppicini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1783622233822822,"gpt":0.4356706185329438,"spread":0.2573083951506616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03692054,0.0007084984,0.0008412809,0.002680244,0.01100797,0.01670316,0.001840313,0.006975403,0.003321257],"category_scores_gemma":[0.02831146,0.000353839,0.0006586541,0.001424369,0.1567266,0.02443158,0.01624593,0.01227877,0.0004754712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008758237,"about_ca_system_score_gemma":0.01164872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485295,"about_ca_topic_score_gemma":0.002052828,"domain_scores_codex":[0.9731813,0.02124804,0.0006155206,0.001100798,0.002467245,0.001387008],"domain_scores_gemma":[0.9652206,0.02670041,0.001856066,0.002841309,0.001960097,0.001421422],"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":[0.000006051282,0.0000104393,0.0001536492,0.00005609322,0.000003351525,0.00008044727,0.02620861,0.00008037243,0.0000998885,0.9678693,0.000948981,0.004482849],"study_design_scores_gemma":[0.000008776909,0.00002380579,0.0002235427,0.0004489004,0.000004551955,0.0002514133,0.03321296,0.0004194308,0.0003049802,0.883455,0.08162618,0.00002051223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07949828,0.03344877,0.1159485,0.3983149,0.004018882,0.0001964859,0.00003281598,0.0001777479,0.3683638],"genre_scores_gemma":[0.9525854,0.007620085,0.01292792,0.01441661,0.000979548,0.0002129438,0.00001320244,0.0001189933,0.01112544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03692054,"threshold_uncertainty_score":0.1952568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210464196","doi":"10.4018/ijt.291554","title":"The Fairness Impact Assessment","year":2022,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Field (mathematics); Management science; Risk analysis (engineering); Data science; Business; Engineering","authors":[{"name":"Cameron Shelley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03690267492923172,"gpt":0.492179945365522,"spread":0.4552772704362902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07390389,0.001649685,0.001408432,0.01039949,0.006248311,0.008840195,0.002463737,0.003562375,0.01451038],"category_scores_gemma":[0.1946768,0.0004265438,0.002056357,0.005596722,0.008899036,0.01004724,0.008763848,0.004467621,0.001897276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006639845,"about_ca_system_score_gemma":0.01040475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643634,"about_ca_topic_score_gemma":0.003327853,"domain_scores_codex":[0.8904537,0.05997438,0.004996998,0.004862824,0.03718918,0.002522923],"domain_scores_gemma":[0.8245206,0.1066855,0.01266643,0.01470708,0.03723967,0.004180669],"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":[0.0002444838,0.0002787976,0.01955388,0.0006524252,0.000222335,0.000162538,0.003161974,0.006530852,0.00110473,0.6649911,0.01978863,0.2833083],"study_design_scores_gemma":[0.0001171234,0.0007252498,0.01762698,0.0017325,0.0002900127,0.0006658628,0.004198365,0.02777664,0.004440347,0.7944969,0.1475664,0.0003636828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04316892,0.003070824,0.5086386,0.01113082,0.001981604,0.003670039,0.00186003,0.000656263,0.4258229],"genre_scores_gemma":[0.731811,0.00172479,0.2413608,0.002335154,0.0007139868,0.004208182,0.0006034931,0.0002514221,0.01699123],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07390389,"threshold_uncertainty_score":0.3908458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}