{"meta":{"query_hash":"db1738a1bda4","filters":{"venue":"Publifarum"},"cohort_total":4,"direct_labels_cover":1,"predictions_cover":4,"exported":4,"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/db1738a1bda4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Publifarum"},"results":[{"id":"W3158087954","doi":"","title":"Le dernier roman d'Ablah Farhoud. Le sourire de la petite juive","year":2013,"lang":"fr","type":"article","venue":"Publifarum","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","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","score_opus":0.050661532257431544,"score_gpt":0.3395679984802218,"score_spread":0.28890646622279026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158087954","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":[0.056019936,0.049164753,0.0012382661,0.10265558,0.005866725,0.000057410132,0.00026451357,0.000056074772,0.7846767],"genre_scores_gemma":[0.34704366,0.0100316545,0.0006515936,0.011194851,0.0007313101,0.000045427023,0.00008588212,0.00006175919,0.63015383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994469,0.00020185682,0.0000121317435,0.00007607989,0.00013839033,0.00012455303],"domain_scores_gemma":[0.9997224,0.00007074841,0.000035314395,0.00002852661,0.00007374752,0.00006920423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006475877,0.00037937678,0.00022035219,0.00038848104,0.0058293785,0.0027502377,0.00035125721,0.0012421795,0.016131358],"category_scores_gemma":[0.0012864212,0.00018500934,0.00014752007,0.00052901637,0.00466714,0.0014018987,0.0017556463,0.0024782761,0.002487689],"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":[0.0001215033,0.000034168126,0.0028558995,0.00017531532,0.000008589828,0.0006300933,0.062222976,0.000070996306,0.000841573,0.6296011,0.23418051,0.06925724],"study_design_scores_gemma":[0.000004025476,0.0000100754005,0.0016682978,0.000080874896,0.0000013451097,0.00012921417,0.0049401564,0.000018532028,0.00012747101,0.0036838807,0.9893317,0.000004382349],"about_ca_topic_score_codex":0.05614839,"about_ca_topic_score_gemma":0.11172638,"teacher_disagreement_score":0.05614839,"about_ca_system_score_codex":0.0049676066,"about_ca_system_score_gemma":0.0036880053,"threshold_uncertainty_score":0.111643136},"labels":[],"label_agreement":null},{"id":"W3198806219","doi":"","title":"Pierre Savard et la francophonie canadienne","year":2014,"lang":"fr","type":"article","venue":"Publifarum","topic":"Canadian Identity and History","field":"Social Sciences","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":"Subject (documents); Political science; Sociology; Library science","score_opus":0.007443861383780702,"score_gpt":0.21572383755770316,"score_spread":0.20827997617392247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198806219","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":[0.13497998,0.1082587,0.002308775,0.14903092,0.0026956336,0.000047455054,0.00035756413,0.00017278416,0.60214823],"genre_scores_gemma":[0.84308565,0.01492677,0.0008144169,0.004004608,0.00046249578,0.000027260836,0.00004768883,0.000052451913,0.13657862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974095,0.00065908796,0.000030096053,0.00022730144,0.00085101055,0.0008230715],"domain_scores_gemma":[0.99735534,0.00090462697,0.00017358571,0.000092281975,0.00084617356,0.000627967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018240189,0.00065281027,0.00042038242,0.0015728695,0.01868116,0.0064363126,0.0007318841,0.0031074893,0.010284524],"category_scores_gemma":[0.004242463,0.0002577291,0.0003317287,0.0024399569,0.011122622,0.0016381931,0.0014767767,0.003119531,0.0009461125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012780559,0.000059255144,0.009375275,0.00021362174,0.000049532006,0.0017712305,0.08105458,0.0006520357,0.00071623863,0.70957965,0.11721266,0.07918811],"study_design_scores_gemma":[0.00001122033,0.000014858242,0.011323965,0.00025327047,0.0000111651225,0.0004949568,0.012856102,0.00019548766,0.00023099233,0.010072915,0.9644773,0.000057706464],"about_ca_topic_score_codex":0.973132,"about_ca_topic_score_gemma":0.9793258,"teacher_disagreement_score":0.06325442,"about_ca_system_score_codex":0.06325442,"about_ca_system_score_gemma":0.055038534,"threshold_uncertainty_score":0.4589451},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"split"},{"id":"W3199697569","doi":"","title":"L’éclatante défaite de la fille de Caton","year":2005,"lang":"fr","type":"article","venue":"Publifarum","topic":"Historical and Literary Analyses","field":"Arts and Humanities","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":"McGill University","funders":"","keywords":"Humanities; Art","score_opus":0.012618998064564738,"score_gpt":0.23659084563988816,"score_spread":0.22397184757532343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199697569","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":[0.024459053,0.015092229,0.008570298,0.08819586,0.011950565,0.00006376738,0.000261835,0.00028416116,0.85112226],"genre_scores_gemma":[0.22576024,0.0054102107,0.0029792988,0.011657855,0.0033016051,0.00009314731,0.00012962625,0.0005230528,0.7501449],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980609,0.00065720716,0.00004575961,0.00030519458,0.00064874947,0.00028215037],"domain_scores_gemma":[0.9973876,0.00096011383,0.0002197185,0.00037778926,0.000782992,0.0002718992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020882932,0.0008133507,0.00044014156,0.0010938696,0.0062933424,0.0075717787,0.000771176,0.0032159444,0.024863753],"category_scores_gemma":[0.0075389054,0.00033084906,0.00038567977,0.0009414285,0.011146353,0.0043242527,0.0037124539,0.006099834,0.0049050776],"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":[0.00009192426,0.000019520525,0.00084373483,0.00019055653,0.000010871317,0.00045484616,0.02666588,0.00011593495,0.0009203817,0.7845196,0.15786518,0.028301386],"study_design_scores_gemma":[0.0000028021575,0.000011122263,0.00039426453,0.00007773182,0.0000022985446,0.00021184317,0.0016864792,0.000050409144,0.00026539963,0.0048645185,0.9924263,0.000006894408],"about_ca_topic_score_codex":0.01611334,"about_ca_topic_score_gemma":0.032750815,"teacher_disagreement_score":0.024863753,"about_ca_system_score_codex":0.004420126,"about_ca_system_score_gemma":0.0032328258,"threshold_uncertainty_score":0.08317751},"labels":[],"label_agreement":null},{"id":"W3210920841","doi":"","title":"'Limité et primitif': une analyse du réseau social du Front de Libération du Québec","year":2014,"lang":"fr","type":"article","venue":"Publifarum","topic":"Canadian Identity and History","field":"Social Sciences","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":"Physics; Political science","score_opus":0.009241989399954355,"score_gpt":0.21672205829593758,"score_spread":0.20748006889598322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210920841","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":[0.8486297,0.0026039658,0.0033994876,0.0060036294,0.000045823286,0.00004108062,0.00038432956,0.000031604603,0.1388603],"genre_scores_gemma":[0.99096537,0.00033353994,0.00030236584,0.000075350705,0.0000053997305,0.000011868531,0.000034295343,0.000006441538,0.008265379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99903846,0.0002071345,0.00001551143,0.00012355397,0.00022396214,0.00039140382],"domain_scores_gemma":[0.99819595,0.0006462694,0.00021257933,0.000115682575,0.00049116265,0.00033832964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010288699,0.00025993376,0.0004299847,0.002360687,0.008388747,0.004747484,0.0011514785,0.000854086,0.010070293],"category_scores_gemma":[0.003290187,0.00020517877,0.00030782318,0.002853408,0.007719458,0.002060539,0.0022572577,0.0015573009,0.00028243795],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009569858,0.000073641175,0.062281586,0.00013286433,0.0000618594,0.0012895165,0.07538793,0.002769858,0.0006529883,0.81062657,0.0058670165,0.040760487],"study_design_scores_gemma":[0.00005978456,0.000103713544,0.43898085,0.0007589759,0.0001261276,0.00074546953,0.18716419,0.01619005,0.0007511114,0.09336904,0.26161775,0.00013288563],"about_ca_topic_score_codex":0.9676101,"about_ca_topic_score_gemma":0.9660444,"teacher_disagreement_score":0.076844625,"about_ca_system_score_codex":0.076844625,"about_ca_system_score_gemma":0.022421112,"threshold_uncertainty_score":0.55754936},"labels":[],"label_agreement":null}]}