{"meta":{"query_hash":"4e7b84ec9420","filters":{"venue":"Panorama de l'entrepreneuriat"},"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/4e7b84ec9420","api":"https://metacan.xera.ac/api/v1/cohort?venue=Panorama+de+l%27entrepreneuriat"},"results":[{"id":"W4212804829","doi":"10.1787/9789264266346-9-fr","title":"Entreprises par classe de taille","year":2017,"lang":"fr","type":"book-chapter","venue":"Panorama de l'entrepreneuriat","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","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":"GDG Environnement","funders":"","keywords":"Political science; Physics; Humanities; Geography; Forestry; Art","score_opus":0.031296998933381955,"score_gpt":0.2276457654010449,"score_spread":0.19634876646766294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212804829","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":[0.24861592,0.12856792,0.010674647,0.014744695,0.0032664307,0.00024641948,0.01754118,0.0008597761,0.57548296],"genre_scores_gemma":[0.4923203,0.071211696,0.005391635,0.0035701399,0.004310189,0.00020146577,0.01437053,0.0003209538,0.40830314],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998757,0.00011305919,0.00006548046,0.00026834264,0.00049537077,0.00030068716],"domain_scores_gemma":[0.99786025,0.00061435613,0.00068341807,0.00014157855,0.0003505211,0.00034984632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092822965,0.00072065124,0.0006922029,0.0034450283,0.00097286695,0.0031621514,0.00068904035,0.0011935988,0.051402956],"category_scores_gemma":[0.0029335876,0.0002464884,0.00097100047,0.0035422593,0.00064900634,0.002061615,0.0010702024,0.0018368808,0.016154222],"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":[0.00032312184,0.000452375,0.12381612,0.00088708726,0.00026163075,0.0011995424,0.0027423047,0.0006832799,0.0021883512,0.058695022,0.25449866,0.55425256],"study_design_scores_gemma":[0.000048885886,0.00020634536,0.22282739,0.0010087461,0.00014435676,0.0046735276,0.0015384066,0.0012391714,0.0012343961,0.024735788,0.74226063,0.00008244142],"about_ca_topic_score_codex":0.005715237,"about_ca_topic_score_gemma":0.005923425,"teacher_disagreement_score":0.051402956,"about_ca_system_score_codex":0.0007202235,"about_ca_system_score_gemma":0.0008796444,"threshold_uncertainty_score":0.17196},"labels":[],"label_agreement":null},{"id":"W4213073296","doi":"10.1787/9789264266346-21-fr","title":"Créations et destructions d'emplois dues aux naissances et décès d'entreprises","year":2017,"lang":"fr","type":"book-chapter","venue":"Panorama de l'entrepreneuriat","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","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":"GDG Environnement","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.0727873045618366,"score_gpt":0.289635968489249,"score_spread":0.2168486639274124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213073296","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":[0.52432245,0.073894404,0.014537596,0.005133197,0.0011859075,0.00010270217,0.004404414,0.00023628496,0.37618306],"genre_scores_gemma":[0.6684134,0.035268202,0.004464547,0.00032972224,0.00086302793,0.00012738467,0.0024883403,0.00011201387,0.28793344],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99920815,0.00012803449,0.000040621213,0.00013538584,0.00033684957,0.00015093575],"domain_scores_gemma":[0.99656326,0.0017666558,0.0007758203,0.00023582314,0.00032068673,0.0003378597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014984702,0.00039565083,0.00037475597,0.0019479082,0.00077150716,0.0028432962,0.00049466407,0.00069528975,0.015713478],"category_scores_gemma":[0.0044833403,0.0002512361,0.0007002058,0.0019374791,0.0012237838,0.0018507588,0.0014404977,0.0012715451,0.0028372786],"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":[0.00046417513,0.00026531695,0.112247966,0.00093934574,0.00018955185,0.00086121884,0.008277058,0.0045010108,0.0037353102,0.17995657,0.042756505,0.6458059],"study_design_scores_gemma":[0.000029892373,0.0003639248,0.40473476,0.00093463133,0.00009868101,0.0029040207,0.0038711878,0.0023784232,0.0035299251,0.06682233,0.51423365,0.00009862324],"about_ca_topic_score_codex":0.0023310226,"about_ca_topic_score_gemma":0.003174561,"teacher_disagreement_score":0.015713478,"about_ca_system_score_codex":0.0014069336,"about_ca_system_score_gemma":0.00090692553,"threshold_uncertainty_score":0.052566826},"labels":[],"label_agreement":null},{"id":"W4213378292","doi":"10.1787/9789264266346-4-fr","title":"Créations d'entreprises","year":2017,"lang":"fr","type":"book-chapter","venue":"Panorama de l'entrepreneuriat","topic":"European Socioeconomic and Political Studies","field":"Economics, Econometrics and Finance","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":"Humanities; Art; Political science","score_opus":0.04740841710640072,"score_gpt":0.24193390645827298,"score_spread":0.19452548935187225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213378292","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":[0.28967524,0.031614296,0.011628236,0.006463897,0.00085356727,0.00010900713,0.0006752061,0.00023427745,0.65874624],"genre_scores_gemma":[0.7288683,0.022735301,0.004534221,0.0005988343,0.0006706562,0.00008629923,0.00056830444,0.000080475635,0.24185765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987348,0.00029462558,0.00003622493,0.00020448836,0.00048715746,0.00024268936],"domain_scores_gemma":[0.9972108,0.0009867214,0.000612732,0.00034092553,0.00033429125,0.0005145927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508713,0.00041862004,0.00037391286,0.0021926714,0.0021535677,0.0073063294,0.0005599017,0.0011073374,0.020926155],"category_scores_gemma":[0.003103166,0.00025836163,0.0005356654,0.0024335205,0.0026422269,0.004656931,0.0029970775,0.001179041,0.0035156037],"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":[0.0000894928,0.0001380364,0.0117153665,0.00039807122,0.000044540233,0.0013522737,0.013241685,0.00053433934,0.0011367474,0.7802101,0.02441635,0.16672309],"study_design_scores_gemma":[0.00001635755,0.00006471597,0.01699989,0.0004414593,0.000024966963,0.0018342297,0.004618737,0.0006086735,0.0011307865,0.071916364,0.9023163,0.000027554224],"about_ca_topic_score_codex":0.0014044652,"about_ca_topic_score_gemma":0.0021691106,"teacher_disagreement_score":0.020926155,"about_ca_system_score_codex":0.0020458885,"about_ca_system_score_gemma":0.0012962723,"threshold_uncertainty_score":0.07000494},"labels":[],"label_agreement":null},{"id":"W4235289223","doi":"10.1787/9789264266346-12-fr","title":"Chiffre d'affaires par taille d'entreprise","year":2017,"lang":"fr","type":"book-chapter","venue":"Panorama de l'entrepreneuriat","topic":"Corporate Insolvency and Governance","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":"GDG Environnement","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.018353971656758693,"score_gpt":0.20923698759084014,"score_spread":0.19088301593408144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235289223","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":[0.11674575,0.024477018,0.0031929542,0.008852646,0.0014100967,0.00006769787,0.0011153432,0.00016514551,0.84397334],"genre_scores_gemma":[0.29518998,0.015810264,0.0018368198,0.0014635873,0.0011869142,0.000060105183,0.0008153933,0.00014772153,0.68348926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989201,0.00010572251,0.000040110826,0.00014304719,0.0005405685,0.00025047164],"domain_scores_gemma":[0.9990662,0.00035583458,0.00014333523,0.00005455584,0.00018058445,0.00019946448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007751557,0.00041390164,0.00036858016,0.0015993118,0.0013989006,0.003956698,0.00034392733,0.00070355396,0.036226597],"category_scores_gemma":[0.0019091599,0.00022207414,0.00042125053,0.0022866358,0.0012414054,0.0013615711,0.0014886885,0.0017799514,0.0065771826],"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":[0.00017383615,0.00015756648,0.046791106,0.00038580073,0.000040323688,0.0008862849,0.006398186,0.00093042507,0.0018402425,0.2964325,0.16474201,0.48122168],"study_design_scores_gemma":[0.000013167156,0.000066958375,0.056458853,0.00026774235,0.000013686206,0.0012158193,0.001366347,0.00034714915,0.00052063935,0.014541651,0.9251677,0.000020354617],"about_ca_topic_score_codex":0.011372073,"about_ca_topic_score_gemma":0.0195386,"teacher_disagreement_score":0.036226597,"about_ca_system_score_codex":0.0016516675,"about_ca_system_score_gemma":0.0019917588,"threshold_uncertainty_score":0.12119007},"labels":[],"label_agreement":null},{"id":"W4253054766","doi":"10.1787/9789264266346-36-fr","title":"Investissements de capital-risque par secteur","year":2017,"lang":"fr","type":"book-chapter","venue":"Panorama de l'entrepreneuriat","topic":"Private Equity and Venture Capital","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":"GDG Environnement","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02034624354253315,"score_gpt":0.22856158779590363,"score_spread":0.2082153442533705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253054766","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":[0.24524115,0.047939986,0.0084069595,0.0038094542,0.00059672544,0.000103088925,0.0049917107,0.00059590477,0.68831503],"genre_scores_gemma":[0.57981855,0.033850286,0.007267734,0.0007504635,0.0004291782,0.00008354976,0.004337627,0.00024913315,0.37321347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992506,0.00011968543,0.000040724415,0.00015361613,0.00028604674,0.00014934065],"domain_scores_gemma":[0.9988728,0.00044819782,0.00024281415,0.00008593936,0.00021997582,0.00013024773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009335054,0.0004767969,0.00023414029,0.0025295564,0.00043778992,0.0029121244,0.00045520868,0.00050242455,0.017231582],"category_scores_gemma":[0.0021370396,0.00020826401,0.0004567883,0.00330809,0.0005182909,0.0014831016,0.0011168412,0.0010005039,0.003295378],"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":[0.00032444973,0.00010920863,0.08190538,0.0005999479,0.00018978781,0.00095512747,0.005615572,0.0034911348,0.004903527,0.19155666,0.08200382,0.6283454],"study_design_scores_gemma":[0.00002337834,0.00017156669,0.17758052,0.0007178611,0.00008671903,0.0023924117,0.0020000362,0.0012834113,0.0034945742,0.014231446,0.797969,0.00004914624],"about_ca_topic_score_codex":0.01012241,"about_ca_topic_score_gemma":0.013132068,"teacher_disagreement_score":0.017231582,"about_ca_system_score_codex":0.0017973207,"about_ca_system_score_gemma":0.0012647393,"threshold_uncertainty_score":0.05764538},"labels":[],"label_agreement":null},{"id":"W4400635272","doi":"10.1787/9789264266346-graph41-fr","title":"Chiffre d'affaires par personne occupée, ensemble de l'activité du secteur marchand","year":2017,"lang":"fr","type":"other","venue":"Panorama de l'entrepreneuriat","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","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":"GDG Environnement","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.01223113031741188,"score_gpt":0.2022343866382853,"score_spread":0.19000325632087342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400635272","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":[0.30595404,0.008538871,0.0068455995,0.026523206,0.0024800214,0.00013825313,0.0044167945,0.0006088861,0.64449435],"genre_scores_gemma":[0.44538507,0.0040665083,0.0025438096,0.0013621324,0.0010286266,0.00008555203,0.0013576607,0.00020587444,0.54396474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891067,0.00034476694,0.00003226237,0.00013663164,0.00030440028,0.00027125195],"domain_scores_gemma":[0.9977913,0.00054362405,0.0004257934,0.0002103615,0.00035320662,0.0006758002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012797541,0.00038079734,0.00031508284,0.0010290723,0.0023947798,0.0028122934,0.0005587203,0.00082922133,0.08039012],"category_scores_gemma":[0.005272851,0.0001739192,0.00041338586,0.0012938831,0.0007030456,0.0011548563,0.0020211788,0.0015029681,0.009399435],"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":[0.00053957483,0.00028589673,0.16614479,0.00039482806,0.00015409577,0.0017338819,0.02310629,0.0007729997,0.0024310749,0.09284326,0.22123224,0.4903611],"study_design_scores_gemma":[0.000029651628,0.0001041214,0.14283736,0.00032643258,0.000033351385,0.0012050825,0.010835342,0.0005260847,0.000760093,0.004789978,0.83852273,0.000029765182],"about_ca_topic_score_codex":0.057037678,"about_ca_topic_score_gemma":0.08928358,"teacher_disagreement_score":0.08039012,"about_ca_system_score_codex":0.0018850169,"about_ca_system_score_gemma":0.0024137134,"threshold_uncertainty_score":0.26893175},"labels":[],"label_agreement":null}]}