{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a25d0351807e","filters":{"venue":"Géo-Regards"}},"results":[{"id":"W4300821280","doi":"10.33055/georegards.2017.010.01.155","title":"La mobilité des étudiants étrangers dans une région du Québec : le cas des étudiants réunionnais à Rimouski (Québec)","year":2017,"lang":"fr","type":"article","venue":"Géo-Regards","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Chedly Belkhodja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02409515621482171,"gpt":0.254550460993031,"spread":0.2304553047782093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011131,0.000332003,0.0004671539,0.001410772,0.01352646,0.002970785,0.001415996,0.0009289684,0.005283631],"category_scores_gemma":[0.002293168,0.0002693646,0.0002562966,0.003029132,0.002620545,0.001037324,0.002395842,0.001449079,0.0004008799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03665067,"about_ca_system_score_gemma":0.03515579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912406,"about_ca_topic_score_gemma":0.9975452,"domain_scores_codex":[0.998711,0.000188691,0.00004011111,0.0001402917,0.0001927832,0.0007271768],"domain_scores_gemma":[0.9978131,0.0002350966,0.0003868677,0.00007330252,0.0007654733,0.0007262141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001995072,0.0001637059,0.6378338,0.0002572212,0.00007590205,0.003958261,0.3065521,0.0003853703,0.001648693,0.00419786,0.005487677,0.03923999],"study_design_scores_gemma":[0.00001254816,0.00008620463,0.5889611,0.0002459402,0.00004397925,0.000496874,0.3808906,0.0003218011,0.0003159746,0.0001761655,0.02839619,0.00005248208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924943,0.0006718744,0.0001498254,0.001027609,0.00002086524,0.00004575452,0.0002514829,0.000005637552,0.00533273],"genre_scores_gemma":[0.9877709,0.0008236436,0.0002098312,0.0003245733,0.000009349613,0.00005009847,0.0002140494,0.000008485992,0.01058908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03665067,"threshold_uncertainty_score":0.2659205,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2963019722","doi":"10.33055/georegards.2017.010.01.109","title":"Migration d’étude, migration de travail: deux faces indissociables d’une même réalité?","year":2017,"lang":"fr","type":"article","venue":"Géo-Regards","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Université de Poitiers; Université de Neuchâtel; Agence Universitaire de la Francophonie","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Papa Oumar Ndiaye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09776818095319585,"gpt":0.3915004849686898,"spread":0.2937323040154939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01153799,0.0004917999,0.0005944361,0.002014695,0.006651218,0.01033412,0.001255369,0.002742946,0.006988587],"category_scores_gemma":[0.01896862,0.0002301878,0.0003816321,0.003512677,0.01760722,0.01014405,0.005326005,0.002882764,0.0004087233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004011705,"about_ca_system_score_gemma":0.004954526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166176,"about_ca_topic_score_gemma":0.02220022,"domain_scores_codex":[0.9904343,0.006704173,0.0002529417,0.0009110477,0.0008018841,0.000895665],"domain_scores_gemma":[0.990013,0.006141054,0.001376255,0.0008540415,0.0009873628,0.0006282983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001063812,0.00006706496,0.03755029,0.0004846157,0.00005702949,0.00107878,0.4819874,0.0002016688,0.0004188779,0.4012674,0.005043682,0.0717367],"study_design_scores_gemma":[0.00001357604,0.00007373058,0.03060401,0.001265613,0.00003974259,0.0009323483,0.7552767,0.0002754558,0.0003389917,0.09199598,0.1191304,0.00005350209],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6398707,0.03050052,0.01895783,0.1755343,0.001838528,0.0001191771,0.0002541007,0.00005079782,0.1328741],"genre_scores_gemma":[0.9792221,0.005824164,0.002219616,0.00385,0.0004332919,0.0001113838,0.00005628005,0.00003345051,0.008249659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0166176,"threshold_uncertainty_score":0.06101942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184508819","doi":"10.33055/georegards.2020.013.01.179","title":"Les mises en ambiance de la ville apaisée Paradoxes et risques d’une aseptisation programmée","year":2020,"lang":"fr","type":"article","venue":"Géo-Regards","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Rachel Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05012769664476645,"gpt":0.3224550050379065,"spread":0.27232730839314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004596156,0.000264563,0.0002966639,0.001451202,0.01200367,0.008075769,0.001008272,0.001577913,0.01433688],"category_scores_gemma":[0.011352,0.0002264957,0.0002988093,0.001830626,0.01170227,0.004850535,0.006964092,0.002506872,0.0008691823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01693287,"about_ca_system_score_gemma":0.009516232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2916924,"about_ca_topic_score_gemma":0.3744258,"domain_scores_codex":[0.99557,0.002300175,0.00005455896,0.0003413222,0.000868024,0.0008658607],"domain_scores_gemma":[0.9924157,0.002612698,0.00113432,0.0005304439,0.001550229,0.001756564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002061979,0.0001686854,0.07765845,0.0002607934,0.00007000634,0.001007441,0.460207,0.001235279,0.0007928288,0.3669351,0.01732582,0.07413231],"study_design_scores_gemma":[0.00002760456,0.0001417824,0.1254459,0.0004376475,0.00004032342,0.0002555135,0.5776609,0.001060766,0.000602725,0.04045862,0.2537809,0.00008738629],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7652946,0.001513633,0.004627526,0.02847372,0.000159613,0.00004593341,0.0001170704,0.00005827308,0.1997096],"genre_scores_gemma":[0.9857524,0.0003347499,0.000281082,0.0003787729,0.00001729055,0.00001583752,0.0000250595,0.00002154735,0.01317326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2916924,"threshold_uncertainty_score":0.5799891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4299592884","doi":"10.33055/georegards.2016.009.01.11","title":"Innovation sociale en milieu rural: l’exemple de Saint-Camille (Québec)","year":2016,"lang":"fr","type":"article","venue":"Géo-Regards","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Ethnology; Sociology; Art","authors":[{"name":"Pierre-André Tremblay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01721332323701117,"gpt":0.2908904041201489,"spread":0.2736770808831377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008168852,0.0002984904,0.0002392777,0.0006093012,0.01951005,0.004548134,0.0008751229,0.0016817,0.007403676],"category_scores_gemma":[0.0009506398,0.0001050103,0.0001844483,0.00126676,0.008387863,0.001012506,0.002373516,0.001542813,0.0004530041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04420342,"about_ca_system_score_gemma":0.03913056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9436276,"about_ca_topic_score_gemma":0.9804329,"domain_scores_codex":[0.9991147,0.0003348493,0.000008420608,0.00007479897,0.0001486799,0.0003185467],"domain_scores_gemma":[0.999051,0.0001930126,0.00005990713,0.00003150214,0.0002231903,0.0004413719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002066779,0.0002668128,0.03008769,0.0004040114,0.00003862303,0.01121919,0.644975,0.001769108,0.00552966,0.1929223,0.03942111,0.0731599],"study_design_scores_gemma":[0.00003406885,0.0001547201,0.0466266,0.0002702392,0.00002621046,0.0008581036,0.3075229,0.0009885551,0.0006688572,0.005367037,0.6374286,0.00005411767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7023359,0.003292149,0.00189776,0.02729638,0.0002290991,0.0001285435,0.0001782481,0.0000583147,0.2645836],"genre_scores_gemma":[0.9255713,0.001315458,0.0006961672,0.00145247,0.00003251397,0.00004388233,0.00004754636,0.0000148439,0.07082588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0563724,"threshold_uncertainty_score":0.3207197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}