{"meta":{"query_hash":"79274375efaf","filters":{"venue":"Transactions of the Academic Association for Organizational Science"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/79274375efaf","api":"https://metacan.xera.ac/api/v1/cohort?venue=Transactions+of+the+Academic+Association+for+Organizational+Science"},"results":[{"id":"W2962759332","doi":"10.11207/taaos.7.2_263","title":"Building an Ecosystem with an Open Digital Platform","year":2018,"lang":"en","type":"article","venue":"Transactions of the Academic Association for Organizational Science","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Ecosystem; Computer science; Ecology; Biology","score_opus":0.01980465001966419,"score_gpt":0.247154964032279,"score_spread":0.2273503140126148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962759332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97336566,6.8180236e-7,0.02116157,0.0002820081,0.00025628295,0.00036620174,0.0000518868,0.00004586325,0.004469826],"genre_scores_gemma":[0.9984653,3.2912664e-7,0.00075908593,0.00022688325,0.00026828024,0.00000705568,0.000018645618,0.000015088616,0.00023934174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908376,6.386758e-7,0.00022727245,0.00020824365,0.000289406,0.0001906889],"domain_scores_gemma":[0.99886346,0.00003173236,0.00037584378,0.00015019745,0.00055816345,0.000020625172],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005809684,0.000081511986,0.000099187666,0.00009766123,0.00074705156,0.0008791765,0.0011022895,0.00006157386,0.000054409018],"category_scores_gemma":[0.00014483219,0.000059841386,0.000020878984,0.00091694476,0.00010228763,0.020868931,0.000059010297,0.00007839884,0.000026958562],"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":[0.00020299018,0.00032749312,0.08099437,0.00006731846,0.00010123646,6.7587436e-8,0.00050107413,0.008390205,0.005511341,0.89440393,0.00042824913,0.009071716],"study_design_scores_gemma":[0.0041436884,0.0006841966,0.06888999,0.00023299645,0.000316343,0.000019167825,0.0043923915,0.24281132,0.018484022,0.6293903,0.028868092,0.0017675158],"about_ca_topic_score_codex":0.000047627633,"about_ca_topic_score_gemma":0.00014228428,"teacher_disagreement_score":0.26501366,"about_ca_system_score_codex":0.00019779052,"about_ca_system_score_gemma":0.00013276716,"threshold_uncertainty_score":0.9928257},"labels":[],"label_agreement":null},{"id":"W2966280921","doi":"10.11207/taaos.7.2_7","title":"The Imbrication of Organizational Design and Emergence in a Healthcare Online Community","year":2018,"lang":"en","type":"article","venue":"Transactions of the Academic Association for Organizational Science","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Imbrication; Health care; Public relations; Online community; Business; Knowledge management; Political science; Computer science; World Wide Web","score_opus":0.039439503246588944,"score_gpt":0.338958166915274,"score_spread":0.299518663668685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966280921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61524564,0.0003650684,0.3229279,0.055343483,0.00145998,0.0028182513,0.00012446252,0.00009786995,0.001617338],"genre_scores_gemma":[0.9979004,0.00018384092,0.001041407,0.000059564605,0.0000504469,0.0000075194307,0.0000037017905,0.000005199456,0.0007478948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864525,0.00025774795,0.0003047816,0.00010917222,0.0005126553,0.0001704052],"domain_scores_gemma":[0.99763364,0.0007065183,0.000319025,0.00011946006,0.001187577,0.000033799115],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003618203,0.000051108476,0.00007745536,0.000090607726,0.0023653426,0.000019232846,0.00066446455,0.00007206844,0.000019664018],"category_scores_gemma":[0.0027370206,0.00004024405,0.000020035677,0.0024785995,0.0006877202,0.00027268994,0.00003809127,0.00018080695,0.0000010041111],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044405075,0.00023104716,0.56386805,0.000051811177,0.000046695015,9.320973e-9,0.039696187,0.0012790961,0.010836245,0.37908882,0.00071656273,0.0041410606],"study_design_scores_gemma":[0.00091496186,0.00014951704,0.8204744,0.000119082506,0.00009290955,6.411066e-7,0.014153301,0.01837618,0.016679395,0.12593624,0.0027546235,0.0003487841],"about_ca_topic_score_codex":0.0005043739,"about_ca_topic_score_gemma":0.001372393,"teacher_disagreement_score":0.3826548,"about_ca_system_score_codex":0.0002584072,"about_ca_system_score_gemma":0.00044733303,"threshold_uncertainty_score":0.99893343},"labels":[],"label_agreement":null}]}