{"meta":{"query_hash":"3d74af681c9f","filters":{"venue":"Finance & Bien Commun"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/3d74af681c9f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Finance+%26+Bien+Commun"},"results":[{"id":"W1981947502","doi":"10.3917/fbc.022.0038","title":"Homo donator versus homo oeconomicus","year":2005,"lang":"fr","type":"article","venue":"Finance & Bien Commun","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Homo economicus; Neoclassical economics; Economics","score_opus":0.0321202307058838,"score_gpt":0.23157294101965775,"score_spread":0.19945271031377396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981947502","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":[0.25872386,0.0014130399,0.012604176,0.007844108,0.0005974968,0.000042282787,0.00015805416,0.00006307842,0.7185539],"genre_scores_gemma":[0.9172942,0.0005142411,0.0017514738,0.0024015303,0.0001478745,0.00003734993,0.000048702066,0.000029326588,0.07777531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994822,0.00022324089,0.000013809573,0.000075884236,0.000069736445,0.00013520593],"domain_scores_gemma":[0.9993844,0.00028029064,0.00006915353,0.0001323825,0.00005899185,0.00007482273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009612655,0.00016808139,0.00032812505,0.00050316914,0.001198295,0.0013984399,0.00023637325,0.0011876967,0.018245008],"category_scores_gemma":[0.0014393616,0.00009808874,0.00010806956,0.00042407573,0.0037510758,0.0012121975,0.0009755898,0.00091094704,0.0014814509],"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":[0.000057587913,0.000021868082,0.0017883827,0.000024444395,0.0000072653575,0.00020073778,0.0011158577,0.000040873387,0.00034924087,0.97741526,0.0038804505,0.015097923],"study_design_scores_gemma":[0.00006705921,0.00015158099,0.0080774035,0.00016920695,0.00004372282,0.004550883,0.0060490025,0.0010522904,0.0011289122,0.77639604,0.20226547,0.000048465197],"about_ca_topic_score_codex":0.0005196099,"about_ca_topic_score_gemma":0.0009274097,"teacher_disagreement_score":0.018245008,"about_ca_system_score_codex":0.00025069632,"about_ca_system_score_gemma":0.00034340195,"threshold_uncertainty_score":0.061035633},"labels":[],"label_agreement":null},{"id":"W2043758416","doi":"10.3917/fbc.020.0066","title":"Coopératives financières et solidarité","year":2004,"lang":"fr","type":"article","venue":"Finance & Bien Commun","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science","score_opus":0.03675445669929308,"score_gpt":0.33399497145882223,"score_spread":0.2972405147595292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043758416","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":[0.28609833,0.0070954775,0.033068333,0.03697134,0.0006428902,0.00018265548,0.00077612326,0.0005476835,0.6346171],"genre_scores_gemma":[0.8917544,0.0017544165,0.004562584,0.0004574396,0.0005722637,0.00013220537,0.00024001708,0.000054265514,0.10047244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9943521,0.0022237722,0.00021320595,0.0005957123,0.0016910423,0.00092410407],"domain_scores_gemma":[0.9917881,0.0027925777,0.0015827187,0.0011285159,0.0015145352,0.0011935878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0078035435,0.0005072093,0.00056281424,0.0019316219,0.0028472373,0.0077191107,0.00075142126,0.001683506,0.012609825],"category_scores_gemma":[0.0116276005,0.00033034637,0.00034677752,0.0031288778,0.0038992614,0.0034744232,0.0027367051,0.0022045812,0.0015274406],"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":[0.000048653696,0.00008494003,0.004847856,0.00003669934,0.000024229455,0.00006998659,0.0018773852,0.0012875574,0.00039686103,0.94749784,0.0067088567,0.03711902],"study_design_scores_gemma":[0.00017712578,0.00021984914,0.032190744,0.00017691102,0.000031387997,0.00034312703,0.0031460568,0.004343662,0.0006567021,0.27365732,0.6850137,0.00004341287],"about_ca_topic_score_codex":0.0256303,"about_ca_topic_score_gemma":0.022345532,"teacher_disagreement_score":0.0256303,"about_ca_system_score_codex":0.00879598,"about_ca_system_score_gemma":0.0075217327,"threshold_uncertainty_score":0.06381959},"labels":[],"label_agreement":null},{"id":"W2057125270","doi":"10.3917/fbc.021.0010","title":"The Protestant Ethic Ought to Speak Better English","year":2005,"lang":"en","type":"article","venue":"Finance & Bien Commun","topic":"Religious Education and Schools","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":"Impact","funders":"","keywords":"Protestant work ethic; Protestantism; Sociology; Religious studies; Political science; Philosophy; Law","score_opus":0.020103146996755895,"score_gpt":0.3242217105498745,"score_spread":0.30411856355311856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057125270","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27132595,0.0007001576,0.0013890653,0.47972238,0.0022193908,0.000069052214,0.00012477985,0.00008069835,0.24436852],"genre_scores_gemma":[0.86233324,0.00022115487,0.000616657,0.061737057,0.00035198443,0.000030737345,0.000041250612,0.00003474584,0.07463321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970294,0.000997394,0.00009155574,0.00014809337,0.0006560361,0.001077487],"domain_scores_gemma":[0.9925713,0.00058776495,0.0008300273,0.00028771852,0.0017951856,0.00392802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025483284,0.00016208243,0.00036949874,0.00041836197,0.008891696,0.0033940438,0.00039800207,0.0023385587,0.013092294],"category_scores_gemma":[0.0054735537,0.0001552523,0.00015754529,0.00028774072,0.0061383303,0.0014433187,0.002406422,0.0069535444,0.0027655226],"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":[0.00020044418,0.00096321217,0.06425997,0.0001798251,0.00010344204,0.0012307474,0.06193769,0.00023287906,0.0044395076,0.52461547,0.28017524,0.06166154],"study_design_scores_gemma":[0.00018137116,0.00030993446,0.09901128,0.00028554868,0.000042864114,0.0011307216,0.07430536,0.00029946284,0.0016706808,0.085541874,0.73711723,0.00010357474],"about_ca_topic_score_codex":0.0061379117,"about_ca_topic_score_gemma":0.01932298,"teacher_disagreement_score":0.013092294,"about_ca_system_score_codex":0.0014928074,"about_ca_system_score_gemma":0.0050678686,"threshold_uncertainty_score":0.04379815},"labels":[],"label_agreement":null},{"id":"W2062796535","doi":"10.3917/fbc.023.0086","title":"Les liens entre mission d'entreprise et gouvernance. Les cas de Dell et Thomson","year":2005,"lang":"fr","type":"article","venue":"Finance & Bien Commun","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01777493175181173,"score_gpt":0.25017073611629786,"score_spread":0.23239580436448615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062796535","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":[0.1397637,0.020913577,0.005556378,0.103410594,0.0020858995,0.000023514087,0.00016962706,0.000046673165,0.7280301],"genre_scores_gemma":[0.9304953,0.0042605563,0.001281414,0.0023383065,0.00029196055,0.000024345376,0.000049884202,0.000039057704,0.06121913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9972984,0.001150717,0.000085088126,0.00018819385,0.00080966455,0.00046793293],"domain_scores_gemma":[0.9938705,0.003152875,0.00070453616,0.00032166592,0.0010703987,0.0008798844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025861373,0.0003200663,0.00026463543,0.001515196,0.0040216683,0.0075561395,0.0004509208,0.0026943625,0.004956405],"category_scores_gemma":[0.016958985,0.0001989159,0.00020654139,0.0014411941,0.00890658,0.005199027,0.0023952012,0.0042718654,0.0006426485],"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":[0.00004229413,0.000013448706,0.002733157,0.00003219038,0.000008614167,0.00042788987,0.014139885,0.00009804426,0.00014486659,0.9454759,0.017758327,0.019125523],"study_design_scores_gemma":[0.000031875945,0.000029864568,0.01598387,0.0002828262,0.000014092123,0.0017310696,0.0363259,0.00055705965,0.00082209066,0.20989184,0.73428005,0.000049308313],"about_ca_topic_score_codex":0.04135036,"about_ca_topic_score_gemma":0.044260938,"teacher_disagreement_score":0.04135036,"about_ca_system_score_codex":0.008017252,"about_ca_system_score_gemma":0.006279622,"threshold_uncertainty_score":0.08221936},"labels":[],"label_agreement":null},{"id":"W2163076097","doi":"10.3917/fbc.021.0013","title":"Is the Swiss Banking Sector a Healthy Place to Work?","year":2005,"lang":"en","type":"article","venue":"Finance & Bien Commun","topic":"Economic and Business Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Work (physics); Business; Engineering","score_opus":0.06101666394609078,"score_gpt":0.24194154051181768,"score_spread":0.1809248765657269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163076097","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060413558,0.016328268,0.00051646907,0.8864147,0.0036477842,0.000010689849,0.0007010448,0.00011558434,0.031851824],"genre_scores_gemma":[0.9075313,0.015073974,0.0005766911,0.034280848,0.0035347643,0.00005343288,0.0007301745,0.00007069053,0.038148087],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998376,0.00043970742,0.000031930827,0.00009369655,0.00014605893,0.00091262546],"domain_scores_gemma":[0.99456066,0.0005620748,0.0005573839,0.0001997629,0.00090863684,0.003211476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019836258,0.00040770214,0.00026022887,0.0009161107,0.0026100855,0.0075030955,0.0004953338,0.0052094227,0.025384543],"category_scores_gemma":[0.0041100755,0.00015669074,0.0003224233,0.001039987,0.0026072927,0.005263588,0.0021300106,0.0022467747,0.006487774],"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":[0.0012723234,0.000257633,0.046084933,0.00069222384,0.00010058827,0.0013824528,0.0049585258,0.00082309934,0.0030069791,0.15762588,0.57786363,0.20593174],"study_design_scores_gemma":[0.00024828533,0.00031530872,0.19127192,0.0018269497,0.0000816451,0.0008352377,0.02978585,0.0012573493,0.0018214826,0.08523085,0.6871504,0.00017469306],"about_ca_topic_score_codex":0.017956411,"about_ca_topic_score_gemma":0.022130758,"teacher_disagreement_score":0.025384543,"about_ca_system_score_codex":0.0023365738,"about_ca_system_score_gemma":0.009503525,"threshold_uncertainty_score":0.08491975},"labels":[],"label_agreement":null},{"id":"W4390364681","doi":"10.3917/fbc.023.0120b","title":"The Corporation , un film de Mark Achbar, Jennifer Abbott et Joel Bakan, Double DVD, Canada, 2004","year":2005,"lang":"fr","type":"article","venue":"Finance & Bien Commun","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporation; Art; Humanities; Psychoanalysis; Psychology; Political science; Law","score_opus":0.01761497280120492,"score_gpt":0.25091486878134267,"score_spread":0.23329989598013776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390364681","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":[0.0029353763,0.06267647,0.00037356012,0.07317291,0.018370075,0.00007920574,0.0042150384,0.00032688453,0.83785063],"genre_scores_gemma":[0.0048407326,0.0048182863,0.00011098223,0.0018857436,0.0006222936,0.000009321808,0.00032181866,0.00007394492,0.9873169],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967265,0.00001820636,0.000005876903,0.00003159107,0.00019188083,0.000079874015],"domain_scores_gemma":[0.99934036,0.00008866219,0.000016126964,0.000019132347,0.00040675575,0.0001290373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003394681,0.0006952301,0.0003912911,0.0014231368,0.0057106703,0.0070954943,0.0007841569,0.0021636444,0.10896155],"category_scores_gemma":[0.0017725916,0.00044200482,0.00022308515,0.0020189006,0.0008039997,0.0014878928,0.0005821913,0.0026108702,0.023103993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013326989,0.000002982901,0.00006331979,0.000015126968,9.938268e-7,0.000012564544,0.000046180718,0.000016148095,0.000040983592,0.0011376061,0.992875,0.0057758167],"study_design_scores_gemma":[0.000005695603,0.000003196105,0.00074731937,0.000037326878,0.000002848982,0.000013149284,0.0002461895,0.000027291433,0.00007393127,0.00025201016,0.99858785,0.000003169612],"about_ca_topic_score_codex":0.68128264,"about_ca_topic_score_gemma":0.9166487,"teacher_disagreement_score":0.31871736,"about_ca_system_score_codex":0.014609167,"about_ca_system_score_gemma":0.008980577,"threshold_uncertainty_score":0.6411887},"labels":[],"label_agreement":null}]}