{"meta":{"query_hash":"0fa9d09ce026","filters":{"venue":"Process Studies"},"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/0fa9d09ce026","api":"https://metacan.xera.ac/api/v1/cohort?venue=Process+Studies"},"results":[{"id":"W4312992477","doi":"10.2307/44797991","title":"On the Trail of Whitehead: Part One: The Spy Who Came in to Take Notes (with Apologies to John le Carré)","year":2016,"lang":"en","type":"article","venue":"Process Studies","topic":"Whitehead's Philosophy and Applications","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carr; Metaphysics; Pragmatism; Scholarship; Phenomenology (philosophy); Classics; First world war; Watson; History; Art history; Philosophy; Epistemology; Ancient history; Law; Political science","score_opus":0.059151176896449095,"score_gpt":0.28970876364208226,"score_spread":0.23055758674563315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312992477","genre_codex":"commentary","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":[0.024683913,0.009732472,0.0038378437,0.7574383,0.04967315,0.00009512334,0.00020182483,0.00026914687,0.15406828],"genre_scores_gemma":[0.23330054,0.007876395,0.0024816345,0.12028135,0.008307054,0.000098670906,0.00010049924,0.0008027739,0.62675107],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99823844,0.0004663296,0.00004977005,0.00035921158,0.000554346,0.00033201036],"domain_scores_gemma":[0.99558496,0.0013433833,0.00022804424,0.00021807333,0.0011671801,0.0014584584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025097667,0.00048276116,0.0004717467,0.00072857237,0.023054082,0.0056112013,0.0010918556,0.0029576146,0.01626029],"category_scores_gemma":[0.012748313,0.00043864857,0.00031029203,0.00076198997,0.0076696156,0.005620394,0.004814651,0.011724169,0.004520782],"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":[0.000019389641,0.000022816794,0.00032097657,0.00003654782,0.0000029028001,0.00089030503,0.035688598,0.000022645063,0.0003143666,0.03778292,0.9105272,0.014371288],"study_design_scores_gemma":[0.0000031115333,0.000013931087,0.0004349533,0.0001710101,0.000003670876,0.0004076511,0.03234147,0.00006143074,0.00027018727,0.00440901,0.96186054,0.000023010904],"about_ca_topic_score_codex":0.10082745,"about_ca_topic_score_gemma":0.15898006,"teacher_disagreement_score":0.10082745,"about_ca_system_score_codex":0.006274316,"about_ca_system_score_gemma":0.008358145,"threshold_uncertainty_score":0.20048118},"labels":[],"label_agreement":null},{"id":"W4366155653","doi":"10.5406/21543682.52.1.09","title":"Dao De Jing: A Process Perspective","year":2023,"lang":"en","type":"article","venue":"Process Studies","topic":"Whitehead's Philosophy and Applications","field":"Environmental Science","cited_by":0,"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":"Perspective (graphical); Process (computing); Epistemology; Philosophy; Environmental ethics; Sociology; Process management; Computer science; Business; Artificial intelligence","score_opus":0.05652934870093297,"score_gpt":0.3890448835560016,"score_spread":0.33251553485506863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366155653","genre_codex":"other","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":[0.023783688,0.015060091,0.010263824,0.017735347,0.002083617,0.00007670621,0.000062905325,0.00006956958,0.93086416],"genre_scores_gemma":[0.7579499,0.0077550015,0.003937338,0.0031515185,0.001329057,0.00014955427,0.000080937265,0.00015694932,0.22548985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990237,0.00046105473,0.000029415412,0.00013600627,0.0001869284,0.00016285475],"domain_scores_gemma":[0.9992224,0.0004454098,0.000050042097,0.00006140737,0.0001238333,0.00009685107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019862112,0.00048348532,0.00026235485,0.0010245295,0.0056655845,0.0088969795,0.0009682083,0.0017486938,0.009087828],"category_scores_gemma":[0.0015131703,0.00021877271,0.00034007983,0.0010956316,0.0113894595,0.0070086354,0.0023115438,0.0028378384,0.0013493944],"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":[0.000007770125,0.000010973716,0.00012947826,0.000053949654,0.0000013083707,0.00006371195,0.01692862,0.000047749094,0.00011732846,0.97617775,0.0035267272,0.0029347],"study_design_scores_gemma":[0.000011028265,0.000037414036,0.0007869717,0.00026895854,0.000007081607,0.00018141045,0.021579174,0.0006023102,0.0003613654,0.22100924,0.7551432,0.000011848901],"about_ca_topic_score_codex":0.0051954226,"about_ca_topic_score_gemma":0.0053954576,"teacher_disagreement_score":0.009087828,"about_ca_system_score_codex":0.0058002383,"about_ca_system_score_gemma":0.003939041,"threshold_uncertainty_score":0.0420838},"labels":[],"label_agreement":null},{"id":"W4388524904","doi":"10.5406/21543682.52.2.08","title":"Starting With Whitehead: Raising Children to Thrive in Treacherous Times","year":2023,"lang":"en","type":"article","venue":"Process Studies","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":0,"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":"Raising (metalworking); Failure to thrive; Psychology; Medicine; Pediatrics; Engineering","score_opus":0.17350147462224258,"score_gpt":0.5285883356276508,"score_spread":0.35508686100540826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388524904","genre_codex":"other","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":[0.23780718,0.022634435,0.0061235605,0.17688341,0.010496084,0.0005450897,0.0002881063,0.0010857459,0.5441362],"genre_scores_gemma":[0.51023513,0.026219947,0.020513834,0.048996802,0.0011986202,0.0010742088,0.00030993705,0.0010452397,0.39040628],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985447,0.00045433769,0.00003187221,0.00013138594,0.00035493003,0.00048272256],"domain_scores_gemma":[0.9987697,0.000348059,0.00009597793,0.000048996797,0.00017790326,0.0005593852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021179335,0.0008339146,0.000621479,0.00081574405,0.013729065,0.007365822,0.001714338,0.004000514,0.009875061],"category_scores_gemma":[0.0035836042,0.0006252144,0.0005294477,0.0007571962,0.0071876734,0.008812017,0.008740669,0.008779573,0.003110596],"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":[0.000035124765,0.0003283063,0.0015842908,0.0002977088,0.000008873997,0.0032488755,0.49447638,0.000056001318,0.0012157192,0.025076512,0.3942206,0.07945154],"study_design_scores_gemma":[0.0000069529992,0.000077346514,0.0018407519,0.00039909803,0.000010374908,0.0011760852,0.38632938,0.000036678626,0.00052684185,0.0063694543,0.60319054,0.000036498503],"about_ca_topic_score_codex":0.012735952,"about_ca_topic_score_gemma":0.040298432,"teacher_disagreement_score":0.013729065,"about_ca_system_score_codex":0.0027875486,"about_ca_system_score_gemma":0.0042557586,"threshold_uncertainty_score":0.033035338},"labels":[],"label_agreement":null}]}