{"meta":{"query_hash":"13f80bacdd99","filters":{"venue":"Research in the sociology of organizations"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/13f80bacdd99","api":"https://metacan.xera.ac/api/v1/cohort?venue=Research+in+the+sociology+of+organizations"},"results":[{"id":"W1491701704","doi":"10.1108/s0733-558x(2010)0000029013","title":"Entrepreneurship and the construction of value in biotechnology","year":2010,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":89,"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 Toronto","funders":"","keywords":"Value (mathematics); Duty; Convention; Entrepreneurship; Action (physics); Process (computing); Interpretation (philosophy); Creativity; Political science; Neoclassical economics; Economics; Computer science; Law","score_opus":0.0396358786062631,"score_gpt":0.28178131447395977,"score_spread":0.24214543586769666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491701704","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":[0.01719956,0.019785369,0.02198293,0.0136364885,0.0003367063,0.00004364186,0.000024411063,0.00004250229,0.9269484],"genre_scores_gemma":[0.8791297,0.016511397,0.012369954,0.0020230752,0.00062668807,0.00018537146,0.000053565884,0.00005408521,0.08904605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99884653,0.0006207667,0.00003269853,0.000117589196,0.00025182267,0.00013049334],"domain_scores_gemma":[0.9989374,0.0006965872,0.00007908222,0.00012535036,0.000091731294,0.00006988173],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018080574,0.00045358177,0.00033500692,0.0014648095,0.0019991715,0.007058028,0.0008264301,0.0025236185,0.0023080024],"category_scores_gemma":[0.0019176926,0.0002563567,0.00035175835,0.0016326825,0.026186984,0.0062243645,0.0025565056,0.0026220595,0.0005235586],"study_design_candidate":"qualitative","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":[0.0000014794529,0.0000027523845,0.000027400845,0.000007844307,5.562533e-7,0.000010314225,0.00021962514,0.0001012791,0.000022775035,0.9975925,0.00029829933,0.0017151125],"study_design_scores_gemma":[0.0000027119643,0.0000049872856,0.000064102016,0.00003495155,9.059717e-7,0.000021411002,0.00012980541,0.00022125986,0.000071052986,0.970337,0.029109683,0.0000022141119],"about_ca_topic_score_codex":0.000744413,"about_ca_topic_score_gemma":0.00085528963,"teacher_disagreement_score":0.9980008,"about_ca_system_score_codex":0.0045689344,"about_ca_system_score_gemma":0.0022322978,"threshold_uncertainty_score":0.033150077},"labels":[],"label_agreement":null},{"id":"W1763600143","doi":"10.1016/s0733-558x(06)24003-5","title":"The Strategic Positioning of Professional Service Firm Start-Ups: Balance Beguiles but Purism Pays","year":2006,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":8,"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 Alberta","funders":"","keywords":"Balance (ability); Reputation; Divergence (linguistics); Service (business); Position (finance); Business; Field (mathematics); Public relations; Marketing; Political science; Finance; Psychology; Law","score_opus":0.06677165120340502,"score_gpt":0.3187049928574558,"score_spread":0.2519333416540508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1763600143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65129495,0.003941407,0.008958901,0.018745445,0.00021361043,0.000032115186,0.000022206154,0.000039789353,0.31675157],"genre_scores_gemma":[0.9854886,0.0007404963,0.000933277,0.00046471623,0.000027665748,0.00001069176,0.00001010229,0.000011998094,0.01231251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988949,0.00052958564,0.000017282302,0.000090666515,0.00019874527,0.00026886002],"domain_scores_gemma":[0.99897707,0.000312783,0.00015515838,0.00005668483,0.00010496039,0.00039341272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014674203,0.00015532634,0.00015997064,0.0006207376,0.002661291,0.006044479,0.00034811092,0.0010600489,0.0021433206],"category_scores_gemma":[0.0026153217,0.00016975695,0.00010455105,0.0012936932,0.005768404,0.003453407,0.0023308517,0.0016755578,0.0007008033],"study_design_candidate":"qualitative","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":[0.00018329089,0.00013462364,0.055756737,0.00008327813,0.000015856165,0.0014096971,0.20687601,0.0005555615,0.0017728943,0.4597758,0.016407952,0.2570283],"study_design_scores_gemma":[0.000043042648,0.00036970206,0.10964201,0.0005239931,0.000027938995,0.0014154332,0.42052832,0.0026819466,0.001605708,0.23864248,0.22443888,0.00008053736],"about_ca_topic_score_codex":0.0029124247,"about_ca_topic_score_gemma":0.008992994,"teacher_disagreement_score":0.006044479,"about_ca_system_score_codex":0.002163593,"about_ca_system_score_gemma":0.0021956228,"threshold_uncertainty_score":0.015698016},"labels":[],"label_agreement":null},{"id":"W2097419059","doi":"10.1108/s0733-558x(2011)0000033003","title":"Introduction: Community as an Institutional Order and a Type of Organizing","year":2011,"lang":"en","type":"article","venue":"Research in the sociology of organizations","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":22,"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 Alberta","funders":"","keywords":"Embeddedness; Order (exchange); Function (biology); Sociology; Meaning (existential); Globalization; Knowledge management; Community organization; Public relations; Political science; Social science; Epistemology; Business; Computer science","score_opus":0.16235936410226254,"score_gpt":0.355659840384165,"score_spread":0.19330047628190244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097419059","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":[0.032555275,0.074238606,0.13199736,0.16613735,0.008738411,0.00026527475,0.0012927103,0.0002976296,0.58447737],"genre_scores_gemma":[0.7393035,0.05249718,0.056770615,0.02592656,0.013323386,0.0006044737,0.00076724,0.00020453586,0.110602476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99867564,0.0005975515,0.00005505089,0.00027486437,0.000294833,0.00010200949],"domain_scores_gemma":[0.9967154,0.002175261,0.0002478406,0.00020284917,0.00041788915,0.00024073366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014166211,0.00046457493,0.0003499557,0.0013275576,0.0031233605,0.0049508554,0.000869442,0.002906995,0.010698531],"category_scores_gemma":[0.0033793577,0.00024207031,0.00041737902,0.0024003328,0.011401623,0.0074796393,0.0028051082,0.0028131306,0.0017012544],"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":[0.00000817512,0.0000069208263,0.00033662288,0.00011918727,0.0000022835789,0.000034321285,0.0018747877,0.0002085619,0.00008500354,0.96986425,0.01648893,0.010970889],"study_design_scores_gemma":[0.0000042721767,0.000018006254,0.00084462744,0.00030234124,0.0000051790303,0.00017323045,0.0012877343,0.00050766167,0.0000733492,0.691174,0.30559635,0.000013260909],"about_ca_topic_score_codex":0.0026623518,"about_ca_topic_score_gemma":0.0022549038,"teacher_disagreement_score":0.010698531,"about_ca_system_score_codex":0.002137064,"about_ca_system_score_gemma":0.001556193,"threshold_uncertainty_score":0.035790145},"labels":[],"label_agreement":null},{"id":"W2472174969","doi":"10.1108/s0733-558x20170000051005","title":"Categorical Anarchy in the UK? The British Media’s Classification of Bitcoin and the Limits of Categorization","year":2017,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ivey Business School, Western University; Social Sciences and Humanities Research Council of Canada; Government of Ontario","keywords":"Categorization; Categorical variable; Similarity (geometry); Computer science; Psychology; Artificial intelligence; Machine learning","score_opus":0.17825435396566516,"score_gpt":0.417015510407343,"score_spread":0.23876115644167786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472174969","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":[0.31250605,0.06579159,0.0077878945,0.11334518,0.00164656,0.000037260375,0.0010827458,0.00011576266,0.4976869],"genre_scores_gemma":[0.9618782,0.012229892,0.0014656282,0.0030729224,0.00030625757,0.00002597084,0.0003421206,0.00009123925,0.020587726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.994391,0.0026433603,0.00026059936,0.00046652407,0.0016283065,0.0006102407],"domain_scores_gemma":[0.98125356,0.01243455,0.0019803138,0.0014122134,0.002395194,0.0005243025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046720626,0.00025397446,0.00032606005,0.005812008,0.0034817592,0.01614866,0.00055706553,0.0017298029,0.005731833],"category_scores_gemma":[0.018436657,0.00029239414,0.00016903674,0.011602446,0.011821746,0.014237575,0.002621254,0.0019667645,0.0011804916],"study_design_candidate":"qualitative","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":[0.00020108685,0.000024968816,0.011702878,0.00041342172,0.000021783468,0.00047301291,0.093345314,0.00030455925,0.00069106964,0.70186454,0.04344022,0.14751722],"study_design_scores_gemma":[0.000016664584,0.00003646217,0.043681018,0.0021034954,0.000024719724,0.000504821,0.108944446,0.0010411651,0.00085071195,0.21234831,0.63034886,0.00009924251],"about_ca_topic_score_codex":0.08769779,"about_ca_topic_score_gemma":0.11716636,"teacher_disagreement_score":0.08769779,"about_ca_system_score_codex":0.012046184,"about_ca_system_score_gemma":0.003710666,"threshold_uncertainty_score":0.1743747},"labels":[],"label_agreement":null},{"id":"W2480673566","doi":"10.1016/s0733-558x(01)18010-9","title":"The balance of corporate social capital","year":2004,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Balance (ability); Social capital; Business; Economics; Sociology; Psychology; Social science; Neuroscience","score_opus":0.12343409239395181,"score_gpt":0.3844065827170595,"score_spread":0.2609724903231077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480673566","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":[0.4273862,0.006680915,0.008648822,0.011863201,0.00020085768,0.00010036762,0.00012197422,0.000045212186,0.54495245],"genre_scores_gemma":[0.99515486,0.0010060938,0.0005936919,0.00016355382,0.00005776026,0.000019823949,0.000017466198,0.0000026555329,0.0029840039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850994,0.0004973995,0.000044509983,0.00015551697,0.00054866105,0.00024395867],"domain_scores_gemma":[0.99756026,0.00094603177,0.00047784898,0.00015886588,0.00030290877,0.00055418286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014864567,0.00022890288,0.00021257985,0.0013415809,0.00092518784,0.005687449,0.00029309382,0.0006729275,0.003111368],"category_scores_gemma":[0.003925862,0.00008975548,0.00007133842,0.0015146399,0.0027505436,0.0042856433,0.0022664357,0.00059410045,0.00022279544],"study_design_candidate":"not_applicable","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":[0.00008925634,0.00019062865,0.0453075,0.00013920778,0.000051129162,0.00019207796,0.0055635846,0.0014714635,0.0008888654,0.7062834,0.004536976,0.23528598],"study_design_scores_gemma":[0.000033355558,0.00025182863,0.12958317,0.0005635417,0.000045622874,0.00039820746,0.014959914,0.0036656319,0.0010320444,0.743153,0.10626809,0.00004560525],"about_ca_topic_score_codex":0.0010499626,"about_ca_topic_score_gemma":0.0012127998,"teacher_disagreement_score":0.005687449,"about_ca_system_score_codex":0.0022187976,"about_ca_system_score_gemma":0.0013272922,"threshold_uncertainty_score":0.016098559},"labels":[],"label_agreement":null},{"id":"W2497311277","doi":"10.1016/s0733-558x(01)18006-7","title":"Corporate social capital and strategic isomorphism: The case of the Israeli software industry","year":2004,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Social capital; Business; Position (finance); Isomorphism (crystallography); Industrial organization; Strategic management; Market orientation; Focus (optics); Structural holes; Marketing; Finance; Political science","score_opus":0.16155876936953745,"score_gpt":0.3715422312922962,"score_spread":0.20998346192275874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497311277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84797186,0.0017840897,0.0017658077,0.007927935,0.00002534865,0.000030624866,0.00003949569,0.000006843988,0.14044806],"genre_scores_gemma":[0.9972958,0.0005248124,0.00022254509,0.00011049704,0.000013459704,0.000009412459,0.000011792063,0.0000013423956,0.0018103523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99945265,0.00028375495,0.000008043836,0.000036523586,0.00006303365,0.00015589333],"domain_scores_gemma":[0.99856657,0.0008754912,0.00021925711,0.00003803071,0.00008891128,0.00021174231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000949408,0.00020746926,0.00017342372,0.0012483031,0.0042521916,0.0036350437,0.000548917,0.0015838321,0.0028455048],"category_scores_gemma":[0.0021419453,0.0001272887,0.00013920241,0.0021152936,0.005246939,0.0029949397,0.00256973,0.001033979,0.00017778632],"study_design_candidate":"qualitative","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":[0.000099793906,0.00029261323,0.06728751,0.00008450528,0.000030919044,0.0066126115,0.06424193,0.003068241,0.00048297673,0.8002334,0.0070400187,0.05052554],"study_design_scores_gemma":[0.00010455645,0.00018518434,0.13085318,0.00035065252,0.00007357615,0.002737146,0.2171719,0.027138514,0.0008128236,0.5249013,0.095587805,0.000083423525],"about_ca_topic_score_codex":0.026057508,"about_ca_topic_score_gemma":0.040034186,"teacher_disagreement_score":0.026057508,"about_ca_system_score_codex":0.0048262626,"about_ca_system_score_gemma":0.0013954703,"threshold_uncertainty_score":0.051811695},"labels":[],"label_agreement":null},{"id":"W2499805902","doi":"10.1016/s0733-558x(02)20001-4","title":"THEORETICAL AND EMPIRICAL PERSPECTIVES ON THE GOVERNANCE OF RELATIONS IN MARKETS AND ORGANIZATIONS","year":2004,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; University of British Columbia; Koninklijke Nederlandse Akademie van Wetenschappen; Netherlands Institute for Advanced Study in the Humanities and Social Sciences","keywords":"Corporate governance; Business; Empirical research; Industrial organization; Epistemology; Philosophy; Finance","score_opus":0.05137698218515535,"score_gpt":0.30466083465704225,"score_spread":0.2532838524718869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499805902","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":[0.016714048,0.069305815,0.164667,0.100975566,0.0020314131,0.00007349875,0.00017426403,0.00012916469,0.6459292],"genre_scores_gemma":[0.69745106,0.11239848,0.08098865,0.0132573815,0.006275015,0.00041507822,0.00043473364,0.00012713105,0.08865245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99841654,0.0007740084,0.000059840997,0.00016770791,0.0004002282,0.00018154383],"domain_scores_gemma":[0.9974733,0.0018363589,0.00020693506,0.00016788184,0.00014961469,0.00016594306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024154452,0.0006324394,0.0005758557,0.0023930646,0.0021569044,0.006513452,0.001247527,0.0024185174,0.0077064694],"category_scores_gemma":[0.0028188266,0.0004571089,0.00064272044,0.0037454597,0.014910067,0.0087621,0.0017687161,0.0046660327,0.00110575],"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":[4.9319254e-7,0.000003458607,0.000032676755,0.000012041563,7.039189e-7,0.0000115346065,0.00020908746,0.00018856053,0.00001589053,0.99701893,0.0010685575,0.00143821],"study_design_scores_gemma":[0.000001690782,0.000003069194,0.0000864194,0.00005933783,0.0000011553027,0.000031030653,0.00029664984,0.00047310747,0.000021031421,0.96301234,0.03601195,0.000002180683],"about_ca_topic_score_codex":0.0014377869,"about_ca_topic_score_gemma":0.0019310106,"teacher_disagreement_score":0.0077064694,"about_ca_system_score_codex":0.003178509,"about_ca_system_score_gemma":0.0020005333,"threshold_uncertainty_score":0.025780678},"labels":[],"label_agreement":null},{"id":"W40429425","doi":"10.1108/s0733-558x(2013)0039a004","title":"Institutional Logics in Action","year":2013,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":103,"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 Alberta","funders":"","keywords":"Action (physics); Physics","score_opus":0.15708133551344328,"score_gpt":0.34589363016523655,"score_spread":0.18881229465179328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W40429425","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":[0.005541288,0.09422449,0.03689736,0.02932682,0.00086558145,0.0000765058,0.0001697281,0.00019107336,0.83270717],"genre_scores_gemma":[0.7612458,0.06809409,0.017595895,0.0070263264,0.0021603992,0.00032490486,0.00040132293,0.00017770272,0.14297357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998259,0.00095693435,0.000051579504,0.00020096805,0.00036012573,0.00017146418],"domain_scores_gemma":[0.9983051,0.0011246278,0.0001402296,0.00016192933,0.00014595568,0.00012221505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020216308,0.0006937869,0.00043853422,0.0018113995,0.0017780546,0.0078059006,0.0011478513,0.0027142225,0.01025029],"category_scores_gemma":[0.0029388417,0.0002931198,0.00030584133,0.002252279,0.017667646,0.009555594,0.002143695,0.002772596,0.0013852589],"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":[0.0000022177767,0.000004880205,0.000047436704,0.000041632065,0.0000020060743,0.000012838564,0.00046661892,0.00021070027,0.000019646493,0.9876068,0.0058433623,0.0057419115],"study_design_scores_gemma":[0.0000036029933,0.0000043930027,0.00014379155,0.00014176019,0.000002174331,0.000034582223,0.00057688286,0.00024828373,0.000042862182,0.913798,0.0850003,0.000003444078],"about_ca_topic_score_codex":0.0034676164,"about_ca_topic_score_gemma":0.0026410625,"teacher_disagreement_score":0.01025029,"about_ca_system_score_codex":0.005760173,"about_ca_system_score_gemma":0.003724636,"threshold_uncertainty_score":0.041793227},"labels":[],"label_agreement":null},{"id":"W4231855093","doi":"10.1108/s0733-558x20180000057014","title":"Index","year":2018,"lang":"en","type":"paratext","venue":"Research in the sociology of organizations","topic":"","field":"","cited_by":0,"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":"Management; Business; Political science; Economics","score_opus":0.1277229268463781,"score_gpt":0.4641341821655861,"score_spread":0.336411255319208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231855093","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":[0.0004485366,0.0052801305,0.0017359605,0.0074599814,0.019910123,0.0002696436,0.016926633,0.002017291,0.9459517],"genre_scores_gemma":[0.0026357512,0.0041392045,0.0014764364,0.0027148917,0.0039466857,0.00020874762,0.014638935,0.0009933725,0.9692459],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998195,0.0001693313,0.00017305353,0.00035969762,0.000959577,0.00014340978],"domain_scores_gemma":[0.99720806,0.0002668341,0.00013126514,0.0004761148,0.0015187981,0.00039896264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012214669,0.0014437168,0.0014311138,0.0057970113,0.0027326972,0.011690807,0.0026119233,0.002460472,0.7111561],"category_scores_gemma":[0.0069859996,0.0005047671,0.0010405851,0.0089682015,0.0010176343,0.008591945,0.004128873,0.0023491057,0.6939207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012669882,0.000015865819,0.00014555026,0.00022353929,0.000004070865,0.000027673937,0.0000701376,0.000026885193,0.00010865414,0.007837784,0.9165693,0.07495781],"study_design_scores_gemma":[0.00000257436,0.0000054704374,0.0001997766,0.0000919532,0.0000017170144,0.000035351688,0.00005734486,0.00002062868,0.000037353748,0.0017519979,0.99779165,0.000004108378],"about_ca_topic_score_codex":0.0038182829,"about_ca_topic_score_gemma":0.004014333,"teacher_disagreement_score":0.28884393,"about_ca_system_score_codex":0.0026403768,"about_ca_system_score_gemma":0.0029724357,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4248042006","doi":"10.1108/s0733-558x(2012)0000036003","title":"Advisory Board","year":2012,"lang":"en","type":"other","venue":"Research in the sociology of organizations","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","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":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Garbage; Context (archaeology); Computer science; Testimonial; Knowledge management; Marketing; Business","score_opus":0.07999531174629203,"score_gpt":0.3512863968700997,"score_spread":0.2712910851238077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248042006","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":[0.0006198042,0.005187882,0.003227436,0.09598752,0.25109807,0.0013335538,0.008538824,0.0039218455,0.630085],"genre_scores_gemma":[0.0023203788,0.0021768329,0.0010276733,0.014376117,0.017341293,0.0004769877,0.0044924766,0.00090465625,0.9568836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99000627,0.0015590191,0.0007307809,0.001500045,0.0050581926,0.0011457201],"domain_scores_gemma":[0.95820475,0.0027154929,0.0014426386,0.002682802,0.028504467,0.0064498764],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0073680254,0.0019675293,0.0015385154,0.004364265,0.0051447093,0.011071498,0.004293627,0.010947954,0.69406605],"category_scores_gemma":[0.037393674,0.00088608643,0.0012761246,0.005049406,0.0010645889,0.006684871,0.0038259353,0.0053023174,0.63185966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074372456,0.000006113582,0.00002964445,0.00004023598,7.958181e-7,0.000012363163,0.000010536158,0.000008000586,0.000027576567,0.00038589042,0.9831338,0.016337572],"study_design_scores_gemma":[0.000003988762,0.0000046419746,0.00009936942,0.000051411364,0.0000011861799,0.000012939214,0.000029555515,0.000024589204,0.000024156556,0.00023125089,0.99951386,0.000003059912],"about_ca_topic_score_codex":0.0073548513,"about_ca_topic_score_gemma":0.008471202,"teacher_disagreement_score":0.69406605,"about_ca_system_score_codex":0.004194017,"about_ca_system_score_gemma":0.010781821,"threshold_uncertainty_score":0.43637764},"labels":[],"label_agreement":null},{"id":"W4376536316","doi":"10.1108/s0733-558x(2010)000030b020","title":"Research in the Sociology of Organizations","year":2010,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Embeddedness; Deregulation; Financial crisis; Economic sociology; State (computer science); Neoliberalism (international relations); Sociology; Political science; Economics; Social science; Market economy","score_opus":0.13326209048636978,"score_gpt":0.35554577634188733,"score_spread":0.22228368585551755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376536316","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":[0.0043444103,0.36331606,0.009313445,0.22289483,0.0089612175,0.00008710865,0.0005429001,0.00017713095,0.3903629],"genre_scores_gemma":[0.42618647,0.3501448,0.009472285,0.06270511,0.014182574,0.00056804647,0.0009426812,0.0003474591,0.13545065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922988,0.004163778,0.00034215383,0.0011492925,0.0015902751,0.0004557557],"domain_scores_gemma":[0.99133646,0.004999663,0.00090943975,0.0010443074,0.0010719274,0.00063803117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055138324,0.0012384529,0.0011531431,0.0043696905,0.0047388556,0.010680855,0.0011344709,0.0054779546,0.015279269],"category_scores_gemma":[0.008957537,0.00048143536,0.0006621024,0.0070381365,0.03120499,0.015805865,0.0038647968,0.0062709814,0.00411915],"study_design_candidate":"not_applicable","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":[0.000008909087,0.00001853077,0.00058208656,0.00048409888,0.00001661563,0.00003768079,0.007996625,0.00017222058,0.00006837291,0.8377081,0.12388742,0.029019326],"study_design_scores_gemma":[0.0000110097,0.000017449594,0.00080881646,0.0012060315,0.000007636108,0.00010831834,0.004019005,0.00010193107,0.000042648022,0.3428382,0.6508284,0.000010636401],"about_ca_topic_score_codex":0.0076144435,"about_ca_topic_score_gemma":0.0058143176,"teacher_disagreement_score":0.015279269,"about_ca_system_score_codex":0.008732117,"about_ca_system_score_gemma":0.010312436,"threshold_uncertainty_score":0.06335616},"labels":[],"label_agreement":null},{"id":"W4388972581","doi":"10.1108/s0733-558x20230000087004","title":"An Unsettling Crisis of Collegial Governance: Reality Breakdowns as Antecedents of Institutional Awareness","year":2023,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":7,"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 Alberta","funders":"","keywords":"Corporate governance; Business; Public relations; Political science; Finance","score_opus":0.09835571854281971,"score_gpt":0.36867127345482403,"score_spread":0.2703155549120043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388972581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108489,0.0009123271,0.00848868,0.007840274,0.00005150454,0.00006660932,0.000038300048,0.00006694646,0.07168652],"genre_scores_gemma":[0.9984164,0.00012336943,0.0005978609,0.000110026325,0.000008916005,0.000014696012,0.000013028802,0.000008680601,0.0007070321],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99496365,0.0028361187,0.00014735461,0.00045329024,0.000943716,0.00065582106],"domain_scores_gemma":[0.9867573,0.007070335,0.0028111073,0.0012050375,0.00073021353,0.001426023],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042981575,0.00021566628,0.00031082972,0.0015709851,0.005067991,0.008184162,0.0011584724,0.0013848506,0.0024448829],"category_scores_gemma":[0.013320097,0.00043571903,0.00026581078,0.0015146105,0.023272097,0.010099241,0.0088596605,0.0045013744,0.00018928303],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007492565,0.00021442365,0.04783579,0.0001904813,0.000023847466,0.001758377,0.6644253,0.0007011711,0.0020847474,0.24406613,0.0022872956,0.036337484],"study_design_scores_gemma":[0.000015394153,0.00012287125,0.107892685,0.00031732416,0.000018092134,0.0010612039,0.73448414,0.0024596725,0.00096349407,0.111939006,0.040637285,0.000088808934],"about_ca_topic_score_codex":0.004999698,"about_ca_topic_score_gemma":0.0061358903,"teacher_disagreement_score":0.994932,"about_ca_system_score_codex":0.0044937036,"about_ca_system_score_gemma":0.004082176,"threshold_uncertainty_score":0.032604218},"labels":[],"label_agreement":null},{"id":"W4388972630","doi":"10.1108/s0733-558x20230000087006","title":"Manifestations of Collegiality Within Universities: Delocalisation and Structural Hybridity as Governance Forms and Practices","year":2023,"lang":"en","type":"book-chapter","venue":"Research in the sociology of organizations","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Hybridity; Collegiality; Corporate governance; Political science; Sociology; Business; Pedagogy; Anthropology","score_opus":0.09798288368711588,"score_gpt":0.43270452037316653,"score_spread":0.33472163668605065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388972630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93145466,0.00073046266,0.0128885405,0.0030012599,0.00003113181,0.00009894783,0.00002287417,0.000069039575,0.0517032],"genre_scores_gemma":[0.99874216,0.000055826793,0.00045181706,0.000037936323,0.0000066440234,0.000011900127,0.0000061723626,0.00000744233,0.00068012316],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9812991,0.011615654,0.00065849884,0.0014967211,0.0027887304,0.0021412985],"domain_scores_gemma":[0.9666178,0.016936854,0.0048425146,0.0036313455,0.0030030601,0.004968514],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015920438,0.00027764184,0.00063960947,0.006535103,0.010803926,0.01562661,0.002132064,0.0016225693,0.0034528966],"category_scores_gemma":[0.036555476,0.00042531334,0.00038908553,0.0048442692,0.04542419,0.010444529,0.01993563,0.002034118,0.00016236829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007443393,0.00007989853,0.05285566,0.00019222255,0.0000379104,0.00053844915,0.6725072,0.0004613191,0.0018362403,0.21610545,0.00047406938,0.05483716],"study_design_scores_gemma":[0.00003408602,0.00022452985,0.10199256,0.00038828776,0.000041349165,0.000574689,0.6814323,0.0020247889,0.0010521843,0.17194003,0.0401612,0.00013398254],"about_ca_topic_score_codex":0.016168734,"about_ca_topic_score_gemma":0.01858994,"teacher_disagreement_score":0.98919606,"about_ca_system_score_codex":0.014256192,"about_ca_system_score_gemma":0.008265451,"threshold_uncertainty_score":0.10343641},"labels":[],"label_agreement":null},{"id":"W4388972738","doi":"10.1108/s0733-558x202387","title":"Revitalizing Collegiality: Restoring Faculty Authority in Universities","year":2023,"lang":"en","type":"book","venue":"Research in the sociology of organizations","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Stockholms Universitet; Uppsala Universitet; Vetenskapsrådet; Centre National de la Recherche Scientifique; Fonds de Recherche du Québec - Santé; Royal Swedish Academy of Sciences; Hebrew University of Jerusalem; Division of Chemistry; Umeå Universitet","keywords":"Collegiality; Political science; Management; Public administration; Sociology; Pedagogy; Economics","score_opus":0.35525272268596053,"score_gpt":0.5390946225824963,"score_spread":0.18384189989653577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388972738","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":[0.08415748,0.0285914,0.004770457,0.24611941,0.009967867,0.000080051104,0.000037034588,0.00042250016,0.6258538],"genre_scores_gemma":[0.7075745,0.007141833,0.0021368994,0.0091707455,0.0030251541,0.000044155568,0.000035552206,0.00026571276,0.27060553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99570507,0.0019008038,0.00010909543,0.00021165125,0.0010190991,0.0010543085],"domain_scores_gemma":[0.99375254,0.0017886868,0.00029986695,0.0003848268,0.0007636819,0.0030103356],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0051448797,0.0002955801,0.00036398004,0.0025594488,0.016792605,0.015946995,0.0018863265,0.0042369375,0.012053279],"category_scores_gemma":[0.011802198,0.00022997415,0.0005218034,0.0022545292,0.012587135,0.012630263,0.011236342,0.0050698766,0.0020547532],"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":[0.000044668017,0.00011499106,0.0014403365,0.00019133036,0.000011528571,0.0003216269,0.12871435,0.00045213947,0.00037835012,0.4351718,0.18989249,0.24326634],"study_design_scores_gemma":[0.000014300411,0.000051290433,0.0019357195,0.0003556539,0.000009144375,0.00017243494,0.045521505,0.00025201557,0.00045227667,0.06923788,0.88197166,0.00002607063],"about_ca_topic_score_codex":0.008441463,"about_ca_topic_score_gemma":0.03223413,"teacher_disagreement_score":0.9832074,"about_ca_system_score_codex":0.008976338,"about_ca_system_score_gemma":0.015760733,"threshold_uncertainty_score":0.06512821},"labels":[],"label_agreement":null}]}