{"meta":{"query_hash":"b71f7b8dbc08","filters":{"venue":"International Journal of e-Collaboration"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/b71f7b8dbc08","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+e-Collaboration"},"results":[{"id":"W1975694148","doi":"10.4018/jec.2008070103","title":"Advertised Waist-to-Hip Ratios of Online Female Escorts","year":2008,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Preference; Advertising; Set (abstract data type); Psychology; Waist; Medicine; Computer science; Business","score_opus":0.03723129118057264,"score_gpt":0.37282774245093275,"score_spread":0.3355964512703601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975694148","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":[0.99601847,0.000092094844,0.00018793548,0.000015996926,0.0000057317598,0.0000025573827,0.00009038922,0.000004910683,0.0035820089],"genre_scores_gemma":[0.99780554,0.000042985772,0.00020891742,0.000015140857,0.00000825237,0.0000032232992,0.000071555995,0.0000069520097,0.0018375496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997726,0.00008145871,0.000014301894,0.000053354765,0.0000508513,0.000027449361],"domain_scores_gemma":[0.99875724,0.00034507632,0.000519168,0.0001137567,0.000127805,0.00013693036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035561045,0.00023404008,0.00019355946,0.00078749406,0.00018052754,0.0007423752,0.00013376829,0.00029304437,0.006887335],"category_scores_gemma":[0.0020367156,0.00014598864,0.00009597429,0.00030484455,0.0002741845,0.00031154798,0.00039287627,0.00033383336,0.00094445975],"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":[0.0021248625,0.00063197524,0.69882846,0.0001876214,0.00018272764,0.0009528673,0.0044784187,0.00039192734,0.20199385,0.0017735343,0.00097513647,0.08747868],"study_design_scores_gemma":[0.000005155535,0.00039048743,0.9892042,0.00001449639,0.00002661188,0.0008438958,0.0014869792,0.0002838901,0.0065762796,0.00021905091,0.00093036407,0.000018588968],"about_ca_topic_score_codex":0.00043593964,"about_ca_topic_score_gemma":0.00062367145,"teacher_disagreement_score":0.006887335,"about_ca_system_score_codex":0.00008825064,"about_ca_system_score_gemma":0.00004934028,"threshold_uncertainty_score":0.023040473},"labels":[],"label_agreement":null},{"id":"W1978384801","doi":"10.4018/jec.2008100102","title":"The Role of Collaboration on Process, Relational, and Product Innovations in a Supply Chain","year":2008,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Sustainable Supply Chain Management","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":"Université du Québec à Montréal","funders":"","keywords":"Upstream (networking); Perspective (graphical); Business; Supply chain; Downstream (manufacturing); Process (computing); Product (mathematics); Product innovation; Process management; Relational view; Knowledge management; New product development; Innovation process; Industrial organization; Marketing; Work in process; Computer science","score_opus":0.008915192887066206,"score_gpt":0.24577955368791934,"score_spread":0.23686436080085313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978384801","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":[0.8878414,0.0020455217,0.02044982,0.0014563802,0.00003501226,0.0000645577,0.000030494348,0.000045684803,0.08803106],"genre_scores_gemma":[0.99803966,0.00031340425,0.0012128198,0.000026230206,0.00001175726,0.000011905544,0.0000048277843,0.0000037234108,0.0003757481],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98998,0.0065337736,0.00041583923,0.000681369,0.0014977724,0.00089135073],"domain_scores_gemma":[0.9314314,0.05590183,0.005901467,0.0019108438,0.002840591,0.0020139215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067846314,0.0004529654,0.00037931022,0.0018815339,0.0017092339,0.005036369,0.00046240122,0.0012844249,0.003377105],"category_scores_gemma":[0.026380561,0.00022235785,0.0006551485,0.0017639081,0.004562977,0.006579279,0.004840921,0.00092196936,0.0002487971],"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":[0.0013459412,0.0009322662,0.20234002,0.0011726283,0.00049589924,0.0027568687,0.044671904,0.02804487,0.01820029,0.45420545,0.00082778494,0.245006],"study_design_scores_gemma":[0.00032298235,0.0030559867,0.32844797,0.0014134506,0.0011915679,0.003796598,0.05296269,0.056928594,0.019350268,0.50217724,0.030024456,0.00032817168],"about_ca_topic_score_codex":0.0017883895,"about_ca_topic_score_gemma":0.0014187909,"teacher_disagreement_score":0.0067846314,"about_ca_system_score_codex":0.0017584246,"about_ca_system_score_gemma":0.0031347224,"threshold_uncertainty_score":0.035880983},"labels":[],"label_agreement":null},{"id":"W1989570155","doi":"10.4018/jec.2010070102","title":"Self-Regulation in Instant Messaging (IM)","year":2010,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Human multitasking; Instant messaging; Productivity; Business; Social capital; Psychology; Knowledge management; Computer science; Political science; Economics; Cognitive psychology","score_opus":0.010106308339476993,"score_gpt":0.32621089542045306,"score_spread":0.31610458708097605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989570155","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":[0.8734632,0.0051610754,0.03400343,0.003207558,0.0002238963,0.00015587787,0.00004274615,0.00015735159,0.08358495],"genre_scores_gemma":[0.9947955,0.0004017338,0.0029409612,0.0002719911,0.000049015132,0.000058318255,0.000010519158,0.000008813696,0.0014632713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99334395,0.0045927893,0.00028073043,0.0004582792,0.0010800732,0.00024409946],"domain_scores_gemma":[0.97415334,0.018767199,0.003946011,0.0014015402,0.0011468312,0.0005849592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006652825,0.00021741337,0.00024130501,0.0006533478,0.00094592094,0.0035376642,0.0006463123,0.0010249575,0.0010881977],"category_scores_gemma":[0.01551387,0.00018400831,0.00037628922,0.00047511503,0.0026972226,0.0014356464,0.0016280783,0.0009152954,0.00014930955],"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":[0.00046292416,0.0009854458,0.16094166,0.0019414221,0.00032726323,0.0010938374,0.1861619,0.0018209419,0.021261537,0.0981867,0.00251324,0.5243031],"study_design_scores_gemma":[0.00013051793,0.0033767056,0.52786905,0.0022273539,0.00057852536,0.0053072246,0.13017182,0.012840495,0.027571395,0.10976603,0.17983897,0.00032187594],"about_ca_topic_score_codex":0.00038669826,"about_ca_topic_score_gemma":0.00027148676,"teacher_disagreement_score":0.006652825,"about_ca_system_score_codex":0.00080782454,"about_ca_system_score_gemma":0.00065668224,"threshold_uncertainty_score":0.035183966},"labels":[],"label_agreement":null},{"id":"W1997730562","doi":"10.4018/jec.2007010103","title":"Virtual Team Leadership","year":2007,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Teamwork; Virtual team; Qualitative research; Psychology; Knowledge management; Computer science; Sociology; Political science","score_opus":0.03240829765169296,"score_gpt":0.3559039781260779,"score_spread":0.32349568047438493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997730562","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":[0.3937489,0.00391938,0.08064763,0.011163448,0.003321871,0.0006083395,0.00014828588,0.00057422294,0.5058679],"genre_scores_gemma":[0.95101374,0.0010923829,0.010893972,0.0015079341,0.00030737178,0.0003139361,0.00011128627,0.00006201763,0.034697324],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99349964,0.0043792715,0.00019661216,0.000393559,0.0010001239,0.0005308286],"domain_scores_gemma":[0.99297065,0.0022461922,0.0008282353,0.00051494513,0.0013716872,0.0020682763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032116266,0.00025078907,0.00021240156,0.00079937675,0.0031275053,0.004404025,0.0009155047,0.0005260286,0.012388439],"category_scores_gemma":[0.010798616,0.00013252054,0.00022329029,0.0006001139,0.0012949198,0.0022175193,0.0036033923,0.0011232091,0.0021544318],"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":[0.00025781489,0.00078591047,0.029318383,0.00088618504,0.000049548697,0.0012791265,0.106863745,0.0014695601,0.0033036252,0.18562901,0.061486326,0.6086708],"study_design_scores_gemma":[0.00009057684,0.0011083803,0.015718363,0.0009079154,0.000033276738,0.0030606834,0.13924499,0.0030663763,0.0022382117,0.04573995,0.7887065,0.00008471709],"about_ca_topic_score_codex":0.00054068345,"about_ca_topic_score_gemma":0.0008451597,"teacher_disagreement_score":0.012388439,"about_ca_system_score_codex":0.001026478,"about_ca_system_score_gemma":0.0020905798,"threshold_uncertainty_score":0.041443467},"labels":[],"label_agreement":null},{"id":"W2007892274","doi":"10.4018/jec.2005070101","title":"Virtual Teams","year":2005,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; McGill University","funders":"","keywords":"Extant taxon; Teamwork; Virtual team; Knowledge management; Empirical research; Computer science; Management","score_opus":0.00771520895200994,"score_gpt":0.329855437659349,"score_spread":0.32214022870733905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007892274","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07961506,0.004800256,0.02965056,0.006150844,0.0036569987,0.0003582338,0.0004328406,0.00037146872,0.8749637],"genre_scores_gemma":[0.8330853,0.0038840983,0.012417846,0.0032434135,0.00090531795,0.0006635903,0.0011128781,0.00014614548,0.14454149],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965144,0.0015653844,0.0001896269,0.00047161616,0.000835031,0.00042404412],"domain_scores_gemma":[0.9954679,0.0010287906,0.0005952227,0.0006612643,0.0006951099,0.0015516412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017358648,0.00047932603,0.00035044193,0.0010463478,0.0029360151,0.004887968,0.0012231732,0.0009868112,0.055653226],"category_scores_gemma":[0.010431207,0.00019150268,0.00032622175,0.0009665847,0.0010345529,0.0036495691,0.005563761,0.0009994126,0.0107032005],"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":[0.00019313903,0.00041144757,0.014974433,0.0007139425,0.0000905461,0.00043179374,0.009318738,0.001891714,0.00047464028,0.3736568,0.12924601,0.4685967],"study_design_scores_gemma":[0.00007219967,0.00030943003,0.0061192345,0.0005878259,0.000031680436,0.0007061415,0.009083568,0.00087967195,0.00026983305,0.09429648,0.8876141,0.000029990257],"about_ca_topic_score_codex":0.0009014038,"about_ca_topic_score_gemma":0.001096635,"teacher_disagreement_score":0.055653226,"about_ca_system_score_codex":0.0011069003,"about_ca_system_score_gemma":0.0012847008,"threshold_uncertainty_score":0.18617862},"labels":[],"label_agreement":null},{"id":"W2052697227","doi":"10.4018/jec.2013040101","title":"Virtual Teams Demystified","year":2013,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"","keywords":"Virtual team; Computer science; Point (geometry); Knowledge management; Virtual reality; Management science; Human–computer interaction; Engineering","score_opus":0.00823755670310378,"score_gpt":0.3120092576991536,"score_spread":0.30377170099604983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052697227","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":[0.43711826,0.0068960492,0.05895366,0.02006069,0.002688389,0.00020283698,0.00021648462,0.00048869895,0.473375],"genre_scores_gemma":[0.9779218,0.0012051347,0.005644662,0.0005690433,0.00018420775,0.00008655184,0.000074746036,0.000093550945,0.01422032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930375,0.0040417933,0.0003262323,0.000705839,0.0010767784,0.00081187167],"domain_scores_gemma":[0.99201244,0.00230202,0.0011111435,0.0016449726,0.0011055942,0.0018238269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005503185,0.00042675305,0.00040068806,0.0027161788,0.004339402,0.012624883,0.0015952338,0.0016265429,0.009330058],"category_scores_gemma":[0.01371399,0.00029498187,0.0006952752,0.0016044582,0.0071145203,0.011466451,0.012505501,0.0023273404,0.0011294005],"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":[0.00007413215,0.00008636496,0.005513696,0.00029839695,0.000050914925,0.00067422853,0.051158015,0.0023087626,0.0005716038,0.8234516,0.011921953,0.10389041],"study_design_scores_gemma":[0.00006357511,0.00022163628,0.0097171385,0.001036159,0.00006855287,0.00094702037,0.07550055,0.004552943,0.00073565193,0.45767784,0.44942173,0.000057131863],"about_ca_topic_score_codex":0.0024065936,"about_ca_topic_score_gemma":0.0020990358,"teacher_disagreement_score":0.012624883,"about_ca_system_score_codex":0.003408746,"about_ca_system_score_gemma":0.004113659,"threshold_uncertainty_score":0.031212151},"labels":[],"label_agreement":null},{"id":"W2052774588","doi":"10.4018/jec.2008040102","title":"Determinants of Manufacturing Firms' Intent to Use Web Based Systems to Share Inventory Information with their Key Suppliers","year":2008,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal; Université du Québec à Montréal","funders":"","keywords":"Tobit model; Business; Key (lock); Marketing; Knowledge management; Industrial organization; Computer science","score_opus":0.06232540608158899,"score_gpt":0.33391732460992946,"score_spread":0.27159191852834047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052774588","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":[0.9992331,0.000026402224,0.00008977633,0.00008642496,8.2714035e-7,0.000008806757,0.000047040263,0.0000025086024,0.0005050835],"genre_scores_gemma":[0.99956983,0.000035318433,0.00010469468,0.000013529045,0.0000017062818,0.0000046288046,0.00006720611,7.989848e-7,0.00020230873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987809,0.00032332298,0.00017143738,0.00010664522,0.0003721817,0.00024547367],"domain_scores_gemma":[0.9629711,0.019139294,0.011889476,0.0009239052,0.0024516436,0.002624504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018813986,0.00019587275,0.00017892472,0.0008798526,0.00048651875,0.0013108549,0.0003120813,0.00050116185,0.0037056329],"category_scores_gemma":[0.012385907,0.00019812318,0.0003782333,0.0010203497,0.00045523868,0.0005507481,0.00066268194,0.0007643918,0.00036938515],"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":[0.0000273441,0.00011187828,0.99537,0.000011463767,0.000018796532,0.000070829825,0.000752258,0.00022077895,0.0003423167,0.000083267834,0.00006755065,0.0029234726],"study_design_scores_gemma":[0.0000027584852,0.000085377476,0.99629813,0.000008606832,0.000010870979,0.00004944418,0.0023504011,0.00077806873,0.0001643401,0.000036836704,0.00020990233,0.000005352922],"about_ca_topic_score_codex":0.026838448,"about_ca_topic_score_gemma":0.03500213,"teacher_disagreement_score":0.026838448,"about_ca_system_score_codex":0.00077212276,"about_ca_system_score_gemma":0.0011253125,"threshold_uncertainty_score":0.053364456},"labels":[],"label_agreement":null},{"id":"W2054489718","doi":"10.4018/jec.2005100103","title":"Patterns in Electronic Brainstorming","year":2005,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Queen's University; McGill University","funders":"","keywords":"Social loafing; Brainstorming; Psychology; Period (music); Social psychology; Computer science; Artificial intelligence; Art","score_opus":0.007478011696107248,"score_gpt":0.3274509925343186,"score_spread":0.31997298083821135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054489718","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":[0.98322004,0.00013910588,0.008490909,0.00019754026,0.0000158867,0.000103617414,0.00007993749,0.00010376645,0.0076491786],"genre_scores_gemma":[0.9912581,0.000054162923,0.0063058324,0.0000394026,0.000011566282,0.0001059761,0.00011036177,0.000021752983,0.0020927503],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99623626,0.0016578762,0.00038102394,0.0005965682,0.00087448285,0.00025387356],"domain_scores_gemma":[0.9727375,0.015891977,0.0053632944,0.0031115706,0.0020646758,0.0008309574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027737813,0.00023280155,0.00020144622,0.0016735436,0.0007218805,0.0011666723,0.0006107387,0.00052269443,0.0032891207],"category_scores_gemma":[0.02754997,0.00022001588,0.0001974249,0.0012628055,0.0008474588,0.001424064,0.0019610436,0.00040887564,0.00063718],"study_design_candidate":"observational","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":[0.0014389256,0.00070918625,0.4143254,0.0008336481,0.00019601428,0.0008642788,0.045650642,0.0036227305,0.051193308,0.006643494,0.0025179454,0.47200453],"study_design_scores_gemma":[0.00018683317,0.0016417762,0.88882595,0.00027871452,0.00011722524,0.0024759446,0.02753823,0.011934788,0.020679452,0.021397522,0.024790753,0.00013287122],"about_ca_topic_score_codex":0.00046076905,"about_ca_topic_score_gemma":0.0008333332,"teacher_disagreement_score":0.0032891207,"about_ca_system_score_codex":0.0004548398,"about_ca_system_score_gemma":0.00037527204,"threshold_uncertainty_score":0.014669299},"labels":[],"label_agreement":null},{"id":"W2086183619","doi":"10.4018/ijec.2015040102","title":"Factors Enabling Communication-Based Collaboration in Interprofessional Healthcare Practice","year":2015,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Health care; Qualitative research; Psychology; Knowledge management; Health professionals; Discipline; Work (physics); Medical education; Teamwork; Healthcare delivery; Nursing; Medicine; Computer science; Sociology; Engineering; Political science","score_opus":0.07509701922118278,"score_gpt":0.5098253268136355,"score_spread":0.4347283075924527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086183619","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":[0.95205057,0.0014827087,0.007624387,0.004590194,0.00010563312,0.0005123596,0.0000709359,0.00010288927,0.03346028],"genre_scores_gemma":[0.99763405,0.00028338452,0.0016280327,0.00010854151,0.000021468963,0.000074137206,0.000012514629,0.000006240899,0.00023156981],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9457567,0.0364178,0.0040991153,0.0017690479,0.005931734,0.006025611],"domain_scores_gemma":[0.84410447,0.111739226,0.016928518,0.0034788088,0.007500316,0.016248649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01854876,0.0004743955,0.0005292358,0.0029069437,0.008652669,0.008570526,0.0010602848,0.0018125586,0.003999797],"category_scores_gemma":[0.09087311,0.00064567174,0.0006590265,0.0021840981,0.005794695,0.004064934,0.010030418,0.0018225671,0.00033756063],"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":[0.00034300037,0.0007815669,0.25309378,0.0016754672,0.00020728896,0.0054543517,0.61137545,0.0009850686,0.0018677306,0.015212089,0.002278672,0.10672556],"study_design_scores_gemma":[0.000095895004,0.00061182847,0.19600828,0.0018222788,0.00012789336,0.004639482,0.7457366,0.0012849418,0.0010593197,0.017402232,0.031026924,0.0001844475],"about_ca_topic_score_codex":0.0040055956,"about_ca_topic_score_gemma":0.004141478,"teacher_disagreement_score":0.01854876,"about_ca_system_score_codex":0.0038912909,"about_ca_system_score_gemma":0.016208101,"threshold_uncertainty_score":0.09809637},"labels":[],"label_agreement":null},{"id":"W2088807756","doi":"10.4018/jec.2011100101","title":"The Level Paradox of E-Collaboration","year":2011,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Single level; Spurious relationship; Focus (optics); Micro level; Computer science; Management science; Economics; Microeconomics; Physics","score_opus":0.06801562508701774,"score_gpt":0.3506673080416748,"score_spread":0.28265168295465704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088807756","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":[0.20392877,0.007157375,0.28414142,0.13873462,0.00081826124,0.00042672965,0.0005069988,0.0004526146,0.3638332],"genre_scores_gemma":[0.9594303,0.0011114464,0.030349415,0.0052728034,0.00033351817,0.00041180465,0.00008135498,0.000086729044,0.0029227233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94896996,0.03123904,0.0019546286,0.0045348047,0.011791517,0.0015100988],"domain_scores_gemma":[0.8030969,0.149224,0.011111935,0.02008961,0.01209217,0.004385372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.036882844,0.00041339413,0.0013153189,0.0032466147,0.0047414317,0.0134110395,0.0022488846,0.0043327506,0.007089215],"category_scores_gemma":[0.14825428,0.0008026169,0.0010855932,0.0039079906,0.024269626,0.029641503,0.015482614,0.007387424,0.00082305114],"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":[0.00005386863,0.000035749938,0.0031440703,0.00020072772,0.00003781488,0.00007311406,0.005025449,0.00055711216,0.00022997093,0.9710079,0.0015813307,0.018052837],"study_design_scores_gemma":[0.000036666235,0.00003962392,0.00149614,0.00013961966,0.00001847147,0.00012791295,0.0023970518,0.0014346782,0.0001893173,0.9863067,0.0077931206,0.000020646898],"about_ca_topic_score_codex":0.0013567338,"about_ca_topic_score_gemma":0.0010986635,"teacher_disagreement_score":0.036882844,"about_ca_system_score_codex":0.0048810286,"about_ca_system_score_gemma":0.0054106168,"threshold_uncertainty_score":0.19505745},"labels":[],"label_agreement":null},{"id":"W2166404743","doi":"10.4018/jec.2006040103","title":"Antecedents and Consequences of User Satisfaction with E-Mail Systems","year":2006,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Lakehead University","funders":"","keywords":"Customer satisfaction; Test (biology); Computer science; User satisfaction; Knowledge management; Psychology; Marketing; Business; Human–computer interaction","score_opus":0.010769118509651445,"score_gpt":0.25565568972964203,"score_spread":0.24488657121999058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166404743","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":[0.9968123,0.0000619839,0.000245978,0.00023591537,0.000005451544,0.000017319386,0.000053445445,0.000009449528,0.0025581035],"genre_scores_gemma":[0.99973387,0.000025396106,0.00007687317,0.000020699412,0.0000052951664,0.000005221695,0.000035438617,0.0000013522964,0.000095982934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99597484,0.0017545511,0.00042812506,0.00021912309,0.0009989658,0.00062430877],"domain_scores_gemma":[0.95622337,0.022728782,0.011181983,0.0013779039,0.0039748037,0.0045130854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030312135,0.00019027648,0.0003888456,0.0013077062,0.0008991251,0.0018475157,0.0002852521,0.00083566265,0.0045773326],"category_scores_gemma":[0.023559462,0.0002007303,0.00049933675,0.0013997535,0.0010473746,0.00095478265,0.0010827571,0.0011662818,0.0004259646],"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":[0.00016602209,0.00075405237,0.9847223,0.000040793126,0.000049448965,0.00017887543,0.0010489188,0.0005070523,0.00040666052,0.0010537454,0.00029853894,0.010773613],"study_design_scores_gemma":[0.000010507607,0.00026044538,0.9940367,0.000015436079,0.000028022074,0.00012829484,0.0022986648,0.0019454105,0.00026167752,0.00068923784,0.00031457955,0.000011110656],"about_ca_topic_score_codex":0.00261127,"about_ca_topic_score_gemma":0.0026190372,"teacher_disagreement_score":0.0045773326,"about_ca_system_score_codex":0.00075669313,"about_ca_system_score_gemma":0.0008500683,"threshold_uncertainty_score":0.016030729},"labels":[],"label_agreement":null},{"id":"W2621859336","doi":"10.4018/ijec.2017040102","title":"Impact of Trust and Technology on Interprofessional Collaboration in Healthcare Settings","year":2017,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Health care; Knowledge management; Quality (philosophy); Identification (biology); Psychology; Reliability (semiconductor); Empirical research; Business; Computer science; Political science","score_opus":0.012899908870067749,"score_gpt":0.3266315455528063,"score_spread":0.31373163668273857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621859336","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":[0.98837006,0.0005788676,0.0018982367,0.00095827115,0.000020257368,0.00004255274,0.000018313438,0.000010328449,0.008103133],"genre_scores_gemma":[0.999556,0.00011508987,0.00019746693,0.000030930554,0.000003921283,0.000008322576,0.0000036957456,0.0000011856451,0.00008345104],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9650051,0.025210988,0.0018927829,0.0007355242,0.0043726154,0.0027830056],"domain_scores_gemma":[0.8778028,0.07718046,0.022360317,0.0035302453,0.006802483,0.01232384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009733838,0.00023436677,0.00035031303,0.0013028645,0.0022072638,0.004223079,0.0003939147,0.0007444031,0.0020433345],"category_scores_gemma":[0.05646112,0.0002528828,0.00052516843,0.0009754058,0.0022767878,0.0020301417,0.005225579,0.0011476076,0.00016566335],"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":[0.0005549097,0.00091665646,0.81418955,0.00053096574,0.00041043432,0.0015526738,0.056644477,0.0015470659,0.0014887683,0.0062591257,0.0007963203,0.11510897],"study_design_scores_gemma":[0.000087655695,0.0018858315,0.86587083,0.0009549226,0.00034503188,0.0017070114,0.11060048,0.0042805783,0.0012968691,0.0063404753,0.006489604,0.00014063613],"about_ca_topic_score_codex":0.003779722,"about_ca_topic_score_gemma":0.0043317466,"teacher_disagreement_score":0.009733838,"about_ca_system_score_codex":0.0033986939,"about_ca_system_score_gemma":0.006593359,"threshold_uncertainty_score":0.051478088},"labels":[],"label_agreement":null},{"id":"W2946902229","doi":"10.4018/ijec.2018010101","title":"Using IOS in a Collaborative Way","year":2018,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Information Systems Theories and Implementation","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":"Université du Québec à Rimouski","funders":"","keywords":"Affordance; Knowledge management; Context (archaeology); Identity (music); Business; Information system; Process management; Computer science; Engineering; Human–computer interaction","score_opus":0.034178148236607954,"score_gpt":0.4256790089594105,"score_spread":0.39150086072280255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946902229","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":[0.22216651,0.0013949135,0.28528956,0.0071807457,0.00036674523,0.0006324256,0.00018580585,0.001281272,0.4815021],"genre_scores_gemma":[0.88593364,0.0009340672,0.083343126,0.0007475517,0.00008977557,0.000329111,0.0002575165,0.00023053074,0.028134745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98175484,0.011876871,0.0008944662,0.0013537746,0.0027275318,0.0013925013],"domain_scores_gemma":[0.98452836,0.0059791273,0.0014688837,0.0044878256,0.0015662273,0.0019695428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009361575,0.00079497125,0.0006531937,0.0035392211,0.005560654,0.01320855,0.0019515844,0.0018962142,0.008314984],"category_scores_gemma":[0.016452026,0.0005668017,0.00090012886,0.0036891233,0.0073724003,0.014988761,0.01797156,0.0020337994,0.0023630362],"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":[0.00011823727,0.00035757298,0.019822218,0.0007274346,0.00020964663,0.0013266242,0.3289944,0.0020963615,0.007024326,0.39488676,0.010605721,0.23383075],"study_design_scores_gemma":[0.00005344837,0.0004429241,0.0067186905,0.0012700503,0.00018030193,0.0012592014,0.16220394,0.00470165,0.0028157204,0.20497787,0.61522233,0.00015385712],"about_ca_topic_score_codex":0.0025242788,"about_ca_topic_score_gemma":0.0026125507,"teacher_disagreement_score":0.01320855,"about_ca_system_score_codex":0.0017161082,"about_ca_system_score_gemma":0.0042547244,"threshold_uncertainty_score":0.049509346},"labels":[],"label_agreement":null},{"id":"W856315642","doi":"10.4018/ijec.2015070104","title":"Enterprise Content Management Systems as a Knowledge Infrastructure","year":2015,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Knowledge management; Knowledge economy; Knowledge value chain; Business; Personal knowledge management; Asset (computer security); Digital firm; Organizational learning; Computer science; Information management","score_opus":0.05866558424226049,"score_gpt":0.31923319787186233,"score_spread":0.26056761362960185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W856315642","genre_codex":"methods","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":[0.0215269,0.0026795624,0.8188261,0.0077314717,0.0003842145,0.0007086905,0.0016782185,0.016297268,0.13016759],"genre_scores_gemma":[0.390246,0.003950542,0.54222035,0.0014442649,0.0005916354,0.00051415927,0.006450008,0.0014411608,0.053141836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99788386,0.0006602125,0.00026973066,0.00031016127,0.0006800658,0.0001960529],"domain_scores_gemma":[0.9964206,0.0012157167,0.000297764,0.0010227046,0.00074796274,0.00029522146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002804049,0.00040734396,0.00040773925,0.0047103036,0.0016080957,0.009309063,0.0024892965,0.0018753338,0.0057875486],"category_scores_gemma":[0.005669276,0.00045290933,0.00053808687,0.005320027,0.0016541084,0.010180348,0.0038158912,0.0013378055,0.003543005],"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":[0.000095185,0.00016253568,0.0017195841,0.0004937017,0.00007632722,0.00058517454,0.0024918907,0.010511115,0.007926591,0.6735932,0.034429733,0.267915],"study_design_scores_gemma":[0.00003662522,0.00004913304,0.0014202095,0.00046828916,0.00009076542,0.000356874,0.00095384684,0.06987763,0.008640264,0.23227978,0.68576753,0.000059057224],"about_ca_topic_score_codex":0.0050997143,"about_ca_topic_score_gemma":0.0029325904,"teacher_disagreement_score":0.009309063,"about_ca_system_score_codex":0.0029440594,"about_ca_system_score_gemma":0.0035079697,"threshold_uncertainty_score":0.021360695},"labels":[],"label_agreement":null},{"id":"W895667147","doi":"10.4018/ijec.2015100102","title":"Shared Practices in Articulating and Sharing Rationale","year":2015,"lang":"en","type":"article","venue":"International Journal of e-Collaboration","topic":"Knowledge Management and Sharing","field":"Social Sciences","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":"Western University","funders":"","keywords":"Deliberation; Brainstorming; Context (archaeology); Space (punctuation); Rhetorical question; Knowledge management; Sociology; Group work; Computer science; Pedagogy; Political science","score_opus":0.09724950769469064,"score_gpt":0.4091009043079065,"score_spread":0.31185139661321587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W895667147","genre_codex":"methods","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":[0.42297524,0.0014467622,0.53048444,0.004567282,0.0002470706,0.0012092873,0.00006451055,0.00065635546,0.038349092],"genre_scores_gemma":[0.85003364,0.00048235033,0.14438638,0.00026465298,0.00005371288,0.00044266033,0.00008445815,0.00015187541,0.0041002845],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8377083,0.13267663,0.005202073,0.005866823,0.015539808,0.0030064136],"domain_scores_gemma":[0.82616276,0.12868252,0.011055441,0.02136534,0.010021042,0.0027127997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07828339,0.0015493798,0.0010282819,0.005998686,0.00757798,0.012600602,0.0049826764,0.0052241706,0.0033642503],"category_scores_gemma":[0.13365671,0.0011892709,0.0018543731,0.002485547,0.017429536,0.017601471,0.015958672,0.004756114,0.0010519396],"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":[0.0001575336,0.00044576306,0.008964754,0.00087123906,0.00016091681,0.0016043575,0.72010064,0.0029620132,0.00909943,0.09512172,0.0013932307,0.15911841],"study_design_scores_gemma":[0.00034675736,0.0012661201,0.0059054047,0.0025348605,0.0003817311,0.003700622,0.43945727,0.0236886,0.022599125,0.26433027,0.23516047,0.0006287653],"about_ca_topic_score_codex":0.0009413918,"about_ca_topic_score_gemma":0.001314436,"teacher_disagreement_score":0.07828339,"about_ca_system_score_codex":0.0029067392,"about_ca_system_score_gemma":0.0062955106,"threshold_uncertainty_score":0.41400707},"labels":[],"label_agreement":null}]}