{"meta":{"query_hash":"de251dd6c401","filters":{"venue":"Lux Editeur eBooks"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/de251dd6c401","api":"https://metacan.xera.ac/api/v1/cohort?venue=Lux+Editeur+eBooks"},"results":[{"id":"W2803598183","doi":"","title":"Aux quatre chemins : Papineau, Parent, La Fontaine et le révolutionnaire Côté en 1837 et en 1838","year":2018,"lang":"fr","type":"book","venue":"Lux Editeur eBooks","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":"Humanities; Art; Philosophy; Ethnology; History","score_opus":0.017265214261677563,"score_gpt":0.2698510625274175,"score_spread":0.25258584826573993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803598183","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":[0.4748668,0.016949069,0.0017278827,0.02118944,0.00066291523,0.000059154223,0.0006989631,0.00010083587,0.48374486],"genre_scores_gemma":[0.7487757,0.0026535175,0.00046951114,0.0012341997,0.00007278702,0.000039753668,0.00012175197,0.0000316988,0.24660103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996983,0.00007033593,0.0000040870514,0.000059429996,0.0000587006,0.00010912268],"domain_scores_gemma":[0.9997471,0.000052185907,0.000033834338,0.000013341187,0.00010310426,0.000050473824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003120304,0.0002988726,0.00014692584,0.0005227599,0.006573454,0.0019032421,0.00037667467,0.0006943601,0.010780591],"category_scores_gemma":[0.0009287294,0.00014386603,0.00010492189,0.00088791957,0.0041651702,0.0010348916,0.0009381343,0.0013697011,0.0006232885],"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":[0.00021407606,0.000033080407,0.019225398,0.00031381389,0.000028682382,0.0029904423,0.3857886,0.00033552712,0.0019054489,0.39029366,0.05945763,0.13941358],"study_design_scores_gemma":[0.000010377846,0.000039211664,0.05047157,0.0003024074,0.000013733682,0.00038630737,0.037395947,0.00013285606,0.0005594225,0.0040145274,0.90664285,0.000030809828],"about_ca_topic_score_codex":0.78131163,"about_ca_topic_score_gemma":0.83575755,"teacher_disagreement_score":0.21868837,"about_ca_system_score_codex":0.012540184,"about_ca_system_score_gemma":0.009960099,"threshold_uncertainty_score":0.4399525},"labels":[],"label_agreement":null},{"id":"W2804595826","doi":"","title":"Peau rouge, masques blancs : Contre la politique coloniale de reconnaissance","year":2018,"lang":"fr","type":"book","venue":"Lux Editeur eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":8,"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; Militant; Art; Decolonization; Political science; Ethnology; Politics; Sociology; Law","score_opus":0.015532658188011916,"score_gpt":0.2542949909117276,"score_spread":0.23876233272371566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804595826","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":[0.036816087,0.0625526,0.0018564601,0.15383112,0.0017178357,0.000034634122,0.00014459029,0.00010126521,0.7429454],"genre_scores_gemma":[0.63069314,0.018701654,0.0010933839,0.007900628,0.00050517573,0.000024432418,0.000042542477,0.00010898416,0.34093004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985682,0.00037135565,0.000017620965,0.0001639793,0.00041307986,0.0004657908],"domain_scores_gemma":[0.99895227,0.0003324782,0.000072505485,0.00006881968,0.00037711277,0.00019671144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012219906,0.00047266853,0.0003410994,0.00119223,0.017793102,0.008393425,0.00085300463,0.002126522,0.007336969],"category_scores_gemma":[0.002863201,0.00022200195,0.00017186611,0.0016804418,0.027296424,0.003098187,0.0018869711,0.0031296173,0.00066037325],"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":[0.000026502858,0.0000068743934,0.0006275667,0.00006541385,0.000004312331,0.00019974723,0.043169383,0.00011214404,0.00018162094,0.873124,0.062938236,0.01954413],"study_design_scores_gemma":[0.000008725567,0.000008752694,0.0029042428,0.0001847681,0.000008984783,0.00010798745,0.02465039,0.000103535654,0.00026314968,0.046899263,0.9248346,0.00002541847],"about_ca_topic_score_codex":0.9341659,"about_ca_topic_score_gemma":0.96377134,"teacher_disagreement_score":0.065834105,"about_ca_system_score_codex":0.057622533,"about_ca_system_score_gemma":0.05618651,"threshold_uncertainty_score":0.4180827},"labels":[],"label_agreement":null},{"id":"W2887798475","doi":"","title":"Nègres noirs, Nègres blancs : Race, sexe et politique dans les années 1960 à Montréal","year":2015,"lang":"fr","type":"book","venue":"Lux Editeur eBooks","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":"Art; Humanities; Ethnology; History","score_opus":0.021490169992906653,"score_gpt":0.24601065927150884,"score_spread":0.2245204892786022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887798475","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8724365,0.0135854995,0.00022543159,0.013877073,0.0002305037,0.00008903345,0.0013036234,0.000025832467,0.09822654],"genre_scores_gemma":[0.9012535,0.0048212153,0.00013744885,0.00075524085,0.000052889263,0.000047137684,0.00022672096,0.000026062457,0.092679776],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993356,0.00008978743,0.00001149782,0.00007884282,0.00013322572,0.00035107197],"domain_scores_gemma":[0.99943954,0.00007206453,0.000088635905,0.000014635828,0.00011946606,0.00026560167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000709453,0.0003529238,0.00030205856,0.0011492245,0.009405785,0.0031543558,0.0010037248,0.0006404427,0.008624439],"category_scores_gemma":[0.0014678801,0.00043108585,0.00024666567,0.0023912564,0.004658087,0.0012879646,0.0015679896,0.0013147464,0.00030440427],"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":[0.0004035157,0.00022661313,0.23648095,0.00034117495,0.000095651936,0.0016282003,0.48289907,0.001119777,0.0034753494,0.13837878,0.04505706,0.08989377],"study_design_scores_gemma":[0.000022950597,0.000066036,0.52282447,0.00023982709,0.0000477829,0.00011826371,0.08448708,0.00023915457,0.00052303355,0.0010244554,0.390323,0.00008398855],"about_ca_topic_score_codex":0.9962865,"about_ca_topic_score_gemma":0.99858165,"teacher_disagreement_score":0.07228031,"about_ca_system_score_codex":0.07228031,"about_ca_system_score_gemma":0.044148356,"threshold_uncertainty_score":0.5244328},"labels":[],"label_agreement":null},{"id":"W2906198147","doi":"","title":"Brut : La ruée vers l'or noir","year":2015,"lang":"fr","type":"book","venue":"Lux Editeur eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"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":0.06642723675303935,"score_gpt":0.2826244423966692,"score_spread":0.21619720564362982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906198147","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":[0.0030537362,0.09381155,0.0011955722,0.026909411,0.010256427,0.000029314144,0.0003398208,0.0003613807,0.8640429],"genre_scores_gemma":[0.008941734,0.008200371,0.0002929344,0.0015147274,0.00036078444,0.0000065855443,0.000075702534,0.00011530539,0.9804919],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963355,0.000031250107,0.0000051894704,0.000052101816,0.00019572636,0.00008216637],"domain_scores_gemma":[0.9997689,0.000036337595,0.000010398225,0.000018428684,0.00010345479,0.000062516454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036315757,0.0006837203,0.00036179088,0.0012800497,0.007049779,0.0061499137,0.00079725205,0.0016245795,0.03718259],"category_scores_gemma":[0.00068628945,0.0004007295,0.00029660852,0.0014169653,0.0042112707,0.0024373136,0.0014878552,0.0028367443,0.008620091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034688725,0.000011992574,0.0003508061,0.00014021374,0.0000059471413,0.00022542407,0.0073906407,0.00012136085,0.00050529593,0.11375883,0.81459504,0.06285966],"study_design_scores_gemma":[9.868965e-7,0.000001992677,0.0003156852,0.0000507347,0.0000014175207,0.000032694395,0.00070615386,0.000011571615,0.00004835865,0.0012633502,0.99756384,0.0000032183634],"about_ca_topic_score_codex":0.65092343,"about_ca_topic_score_gemma":0.88628894,"teacher_disagreement_score":0.65092343,"about_ca_system_score_codex":0.016452126,"about_ca_system_score_gemma":0.015260771,"threshold_uncertainty_score":0.70226467},"labels":[],"label_agreement":null},{"id":"W2911201601","doi":"","title":"Les black blocs : La liberté et l’égalité se manifestent","year":2019,"lang":"fr","type":"book","venue":"Lux Editeur eBooks","topic":"Anarchism and Radical Politics","field":"Social Sciences","cited_by":1,"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; Ethnology; History","score_opus":0.05248295922688528,"score_gpt":0.330154857341414,"score_spread":0.2776718981145287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911201601","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":[0.07104598,0.040358216,0.0020851484,0.055932794,0.0027997724,0.000029225774,0.00027615455,0.00011192449,0.8273608],"genre_scores_gemma":[0.5153921,0.0139692,0.0012966009,0.009598406,0.0011418873,0.000058210342,0.00014144852,0.00021035905,0.45819172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989416,0.00033085237,0.000021262564,0.00014113351,0.00029933036,0.00026575508],"domain_scores_gemma":[0.9991959,0.0002782068,0.00012268746,0.00011097712,0.00015459559,0.00013760301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010907057,0.0006967985,0.0003171104,0.0012275449,0.006963855,0.0065589836,0.0005524821,0.0018003123,0.020086072],"category_scores_gemma":[0.0017962131,0.00023997498,0.00020271985,0.0015236246,0.0120311715,0.0034282368,0.0037750835,0.00420829,0.0023485257],"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":[0.00009683432,0.000014844334,0.0010311186,0.00017334595,0.000011389536,0.00016666256,0.06802982,0.00008314723,0.00070187304,0.79995644,0.07036836,0.05936605],"study_design_scores_gemma":[0.000005861724,0.000015430129,0.0019526869,0.00022165489,0.000005271998,0.000079868856,0.0065596784,0.00004418852,0.00023365565,0.01348183,0.9773875,0.00001232494],"about_ca_topic_score_codex":0.03845581,"about_ca_topic_score_gemma":0.082184985,"teacher_disagreement_score":0.03845581,"about_ca_system_score_codex":0.006045198,"about_ca_system_score_gemma":0.004101526,"threshold_uncertainty_score":0.07646394},"labels":[],"label_agreement":null},{"id":"W2997864772","doi":"","title":"Lettre d'un député inquiet à un premier ministre qui devrait l'être","year":2019,"lang":"fr","type":"book","venue":"Lux Editeur eBooks","topic":"Social Sciences and Governance","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":0.02193991702020783,"score_gpt":0.27278827961013985,"score_spread":0.25084836258993204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997864772","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074139796,0.051514126,0.00615178,0.7093383,0.04920091,0.00010049915,0.0007738884,0.0005037006,0.17500275],"genre_scores_gemma":[0.083031,0.023983035,0.006650951,0.14073753,0.024885567,0.00015886751,0.00072381354,0.0011402323,0.71868896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898455,0.002917433,0.00031762166,0.0017553503,0.0038599002,0.0013041539],"domain_scores_gemma":[0.9700426,0.0069743916,0.0011312466,0.0028802762,0.014190533,0.0047809156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009370539,0.0011640037,0.0009895641,0.0029871757,0.010724776,0.026243607,0.002430744,0.009574328,0.050593317],"category_scores_gemma":[0.023549952,0.00067658524,0.000811141,0.0019488299,0.011505048,0.016017886,0.0062435158,0.013354538,0.015262626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105441206,0.000070780494,0.0011476813,0.00045710854,0.00002528396,0.00037187443,0.009401168,0.00011772233,0.0014683884,0.22982955,0.70685804,0.050147057],"study_design_scores_gemma":[0.000004819453,0.000015002039,0.000554799,0.00022610284,0.0000048227816,0.00012474552,0.0019163626,0.00005557193,0.00021529666,0.0063200537,0.9905381,0.00002431836],"about_ca_topic_score_codex":0.0627701,"about_ca_topic_score_gemma":0.0980537,"teacher_disagreement_score":0.0627701,"about_ca_system_score_codex":0.016365401,"about_ca_system_score_gemma":0.021998411,"threshold_uncertainty_score":0.1692515},"labels":[],"label_agreement":null},{"id":"W3023264234","doi":"","title":"Animal radical : Histoire et sociologie de l’antispécisme","year":2020,"lang":"fr","type":"book","venue":"Lux Editeur eBooks","topic":"Geographies of human-animal interactions","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; Political science","score_opus":0.07250492610708663,"score_gpt":0.33819734546707225,"score_spread":0.2656924193599856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023264234","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":[0.089813225,0.087061755,0.02203457,0.0807223,0.0033579136,0.00009109759,0.00026030006,0.000073212854,0.7165856],"genre_scores_gemma":[0.8596209,0.022502711,0.0039567845,0.0067203976,0.0015268031,0.0000999066,0.00011815661,0.00007591127,0.1053785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992955,0.0003755165,0.000018175935,0.000107712534,0.00011962987,0.000083501014],"domain_scores_gemma":[0.9992729,0.00041252247,0.00009556583,0.000066250395,0.000110519984,0.000042313644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014887815,0.00039311865,0.0001898582,0.001764007,0.002589415,0.0032109532,0.0006638501,0.001509992,0.005695515],"category_scores_gemma":[0.0011356468,0.00012137522,0.00025966353,0.0012424428,0.022831768,0.0027279947,0.0016571301,0.0027044243,0.0005291909],"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":[0.000011693965,0.000010249358,0.0009560963,0.00009237134,0.0000055386345,0.00017710628,0.014931328,0.00011850301,0.00036828412,0.96958095,0.0042418484,0.009505985],"study_design_scores_gemma":[0.0000064421247,0.000051235937,0.006251701,0.0003799834,0.000010583493,0.00048493646,0.015554934,0.0003913101,0.00070913613,0.2789838,0.69715446,0.000021460382],"about_ca_topic_score_codex":0.013541458,"about_ca_topic_score_gemma":0.013347617,"teacher_disagreement_score":0.013541458,"about_ca_system_score_codex":0.0040278346,"about_ca_system_score_gemma":0.0018974737,"threshold_uncertainty_score":0.029224098},"labels":[],"label_agreement":null}]}