{"meta":{"query_hash":"6baabbfa1ee6","filters":{"venue":"Ciné-Bulles"},"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/6baabbfa1ee6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cin%26%23233%3B-Bulles"},"results":[{"id":"W2230410584","doi":"","title":"Les feux de la rampe sous les projecteurs. La Nuit, elles dansent d'Isabelle Lavigne et Stéphane Thibault, Québec, 2010, 85 min","year":2011,"lang":"fr","type":"article","venue":"Ciné-Bulles","topic":"French Urban and Social 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":"Art","score_opus":0.07856136864049376,"score_gpt":0.30666817443500616,"score_spread":0.2281068057945124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230410584","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19212936,0.4217903,0.00027713182,0.016001984,0.0031538315,0.0012954047,0.00021115688,0.00059654267,0.36454427],"genre_scores_gemma":[0.65474707,0.0729514,0.0024747797,0.000585222,0.0017454629,0.00021358933,0.00003345221,0.00018771397,0.26706132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928876,0.0027634173,0.0008510612,0.0009847998,0.0009232521,0.0015898667],"domain_scores_gemma":[0.99648577,0.0016773458,0.000483338,0.00055317825,0.00028964932,0.00051072345],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0022650473,0.0008744457,0.001055546,0.0001788797,0.002292483,0.00031954033,0.001069022,0.001037418,0.0023513378],"category_scores_gemma":[0.00095268775,0.0008345747,0.00054627046,0.0006939763,0.0060544163,0.00030673452,0.00042262068,0.0010070777,0.00043671692],"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":[0.000122015226,0.0017264741,0.014161665,0.00041412073,0.00054640445,0.00019356671,0.2612596,0.000011227544,0.00052650133,0.10252641,0.5844256,0.03408638],"study_design_scores_gemma":[0.0010882083,0.00029421478,0.012305467,0.0004568483,0.00029311253,0.000031776297,0.050960947,0.000032748212,0.00088486186,0.006806883,0.92572886,0.0011160696],"about_ca_topic_score_codex":0.5776395,"about_ca_topic_score_gemma":0.38254714,"teacher_disagreement_score":0.4626177,"about_ca_system_score_codex":0.0006987174,"about_ca_system_score_gemma":0.0012355528,"threshold_uncertainty_score":0.9994105},"labels":[],"label_agreement":null},{"id":"W2615799057","doi":"","title":"Faire tomber les masques roses / Pink Ribbons, Inc. de Léa Pool, Canada, 2011, 98 min","year":2012,"lang":"fr","type":"article","venue":"Ciné-Bulles","topic":"Intellectual Property Law","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":"Art","score_opus":0.031746968411593385,"score_gpt":0.2666554364854315,"score_spread":0.2349084680738381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615799057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.524861,0.19638917,0.00020968207,0.053717032,0.008586548,0.0011928094,0.0003861182,0.0004056109,0.21425207],"genre_scores_gemma":[0.7731743,0.0029126836,0.00065219065,0.0021307536,0.0026407489,0.00004679607,0.000036604866,0.00010522029,0.21830074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99352163,0.0013795001,0.00078344264,0.00072331127,0.0010939568,0.0024981524],"domain_scores_gemma":[0.9968818,0.00081030134,0.0002982598,0.000660182,0.00039445967,0.0009550021],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001597761,0.0007335895,0.0007785141,0.00014825813,0.001597161,0.00027176703,0.0011004361,0.0007460723,0.024081284],"category_scores_gemma":[0.0009743223,0.0006775766,0.0002469217,0.00047085222,0.0017178687,0.0008312378,0.0003899072,0.0007759408,0.0028416533],"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":[0.00005235886,0.00032391326,0.010594643,0.00022140173,0.00020143302,0.000044188997,0.016001306,0.000013836454,0.00046841256,0.030024977,0.92424464,0.017808884],"study_design_scores_gemma":[0.00031476872,0.0001259657,0.004597981,0.00027864796,0.00017294416,0.000040727326,0.010383722,0.000105269806,0.005395497,0.0012019451,0.97635704,0.0010255122],"about_ca_topic_score_codex":0.9320412,"about_ca_topic_score_gemma":0.92575604,"teacher_disagreement_score":0.2483133,"about_ca_system_score_codex":0.0014091559,"about_ca_system_score_gemma":0.0024475371,"threshold_uncertainty_score":0.99970263},"labels":[],"label_agreement":null},{"id":"W2617334060","doi":"","title":"Un hiver à rebours / Snow & Ashes de Charles-Olivier Michaud, Québec, 2010, 110 min","year":2011,"lang":"fr","type":"article","venue":"Ciné-Bulles","topic":"Canadian Identity and History","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":"Snow; Environmental science; Meteorology; Atmospheric sciences; Rain and snow mixed; Physical geography; Climatology; Geography; Geology","score_opus":0.023079971365584314,"score_gpt":0.20827548978950056,"score_spread":0.18519551842391624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617334060","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36169305,0.36358538,0.00009514889,0.046869393,0.015064856,0.0009357304,0.00047303477,0.00030610833,0.21097729],"genre_scores_gemma":[0.11562831,0.026588043,0.00088621804,0.0023218254,0.0024917512,0.00005447494,0.000021937567,0.00012459126,0.8518829],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656993,0.0004477265,0.000508566,0.0006813845,0.00051099353,0.0012813857],"domain_scores_gemma":[0.9978446,0.00019702748,0.0003110646,0.00060150033,0.00016778492,0.0008780596],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00081692357,0.00040419248,0.00054790854,0.0005147562,0.0017214634,0.00034870804,0.00091155147,0.0005552295,0.035006363],"category_scores_gemma":[0.00032148007,0.00052927004,0.00042374604,0.00051097333,0.003026915,0.00049078476,0.00013185613,0.0005503915,0.0071607195],"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":[0.000041275674,0.00026268882,0.004735961,0.00014262559,0.00015306442,0.00015241011,0.07606813,0.0000012164218,0.00012489065,0.012898577,0.8688978,0.036521334],"study_design_scores_gemma":[0.00037966756,0.0000752212,0.02030543,0.0002784382,0.00022073074,0.000024655696,0.005227841,0.00000991009,0.00016802843,0.0017160595,0.97095364,0.0006404043],"about_ca_topic_score_codex":0.9349921,"about_ca_topic_score_gemma":0.981847,"teacher_disagreement_score":0.64090556,"about_ca_system_score_codex":0.0016481222,"about_ca_system_score_gemma":0.0028024428,"threshold_uncertainty_score":0.99971586},"labels":[],"label_agreement":null},{"id":"W2625879211","doi":"","title":"Une observation sociale et esthétique / Québec Gold 11 / 13 Films","year":2012,"lang":"fr","type":"article","venue":"Ciné-Bulles","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Art","score_opus":0.22466822089573035,"score_gpt":0.31386138466316954,"score_spread":0.08919316376743919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625879211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7244057,0.042034995,0.0050703725,0.13818124,0.0063328445,0.0007531663,0.0000903575,0.000519483,0.082611844],"genre_scores_gemma":[0.7666284,0.0007115862,0.004012467,0.0067141196,0.0011267395,0.00002637696,0.00006887949,0.000053601263,0.22065784],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971808,0.0001757713,0.00057268585,0.0005483536,0.00047638247,0.0010460011],"domain_scores_gemma":[0.9977858,0.00028678513,0.00031439334,0.0006460482,0.00037178505,0.0005951662],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040875224,0.000501158,0.00046862176,0.00008658131,0.00030176374,0.0014632564,0.00067357364,0.0003546402,0.00032175746],"category_scores_gemma":[0.00034157108,0.0004124748,0.00026319828,0.00078274944,0.00029636748,0.0058588637,0.0003982895,0.0003545721,0.0010386839],"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":[0.000016792039,0.0006409227,0.006974125,0.00018407631,0.00007064173,0.000042118754,0.013434974,0.0001521995,0.002157298,0.4025693,0.5479503,0.025807215],"study_design_scores_gemma":[0.0005322618,0.00018791312,0.07676326,0.00028893372,0.000048896567,0.00013142939,0.0004818055,0.0016754109,0.0026332338,0.005271418,0.91118634,0.000799108],"about_ca_topic_score_codex":0.13512796,"about_ca_topic_score_gemma":0.08451186,"teacher_disagreement_score":0.39729786,"about_ca_system_score_codex":0.0002001066,"about_ca_system_score_gemma":0.0006529384,"threshold_uncertainty_score":0.9998327},"labels":[],"label_agreement":null},{"id":"W2636282105","doi":"","title":"Parce que la vie a un prix / The High Cost of Living de Deborah Chow, Québec, 2011, 92 min","year":2011,"lang":"fr","type":"article","venue":"Ciné-Bulles","topic":"French Urban and Social 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":"Economics; Sociology; Art","score_opus":0.036697735777043966,"score_gpt":0.23866700252990886,"score_spread":0.2019692667528649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2636282105","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15000552,0.4132564,0.00043287268,0.030679842,0.0037855275,0.0015308313,0.0001397975,0.00022148924,0.3999477],"genre_scores_gemma":[0.94119686,0.019467568,0.0005408333,0.00071941665,0.00089042966,0.00009375509,0.0000018811592,0.000046563517,0.037042715],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964472,0.0010943392,0.000554547,0.00045320814,0.0005282665,0.00092242745],"domain_scores_gemma":[0.99657047,0.0021126473,0.0003977188,0.00041187298,0.00024244044,0.00026485205],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014593392,0.0003852856,0.0006149658,0.00006677186,0.001275829,0.00008714609,0.0008937503,0.00039053586,0.0034312003],"category_scores_gemma":[0.0014371818,0.0003167085,0.00030238024,0.00044189263,0.0030599919,0.00017618686,0.00028906736,0.00043762324,0.00032514049],"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":[0.000055408123,0.00090060866,0.03836217,0.00027780153,0.00064722693,0.000040736468,0.27135995,0.000006479188,0.00017872547,0.31986064,0.33988145,0.02842882],"study_design_scores_gemma":[0.00028362716,0.00014564981,0.073485784,0.0006301659,0.0002504952,0.0000049315295,0.01594283,0.000026586244,0.00042011708,0.0054371,0.9028202,0.0005524796],"about_ca_topic_score_codex":0.48086026,"about_ca_topic_score_gemma":0.40499267,"teacher_disagreement_score":0.79119134,"about_ca_system_score_codex":0.0003649577,"about_ca_system_score_gemma":0.0011214769,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W2739490891","doi":"","title":"Retour aux sources de l’animation canadienne / Norman McLaren — L’intégrale","year":2006,"lang":"fr","type":"article","venue":"Ciné-Bulles","topic":"Education, sociology, and vocational training","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":"Art","score_opus":0.11741410588928566,"score_gpt":0.38609355987268673,"score_spread":0.2686794539834011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739490891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8691226,0.00894929,0.00017308471,0.055343784,0.0028825912,0.0002628929,0.000059380014,0.00013062349,0.06307576],"genre_scores_gemma":[0.9409369,0.0010420626,0.0018928084,0.0008502499,0.007849664,0.00004771565,0.0001516282,0.0000385753,0.047190357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970118,0.0006896733,0.0005099282,0.00045779577,0.00029661704,0.0010342174],"domain_scores_gemma":[0.9980421,0.0007752529,0.0002979422,0.00025676796,0.00033247072,0.00029545484],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023656993,0.00028477612,0.00031054066,0.00015015359,0.0015790251,0.00013635207,0.00044305468,0.00041882196,0.0010823951],"category_scores_gemma":[0.00065147656,0.00032219288,0.00015772313,0.0005059811,0.0015271239,0.0003501158,0.000039646213,0.00033751383,0.00026019278],"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":[0.0000072140892,0.00022936569,0.09279326,0.00015051606,0.00008330862,0.000004540411,0.067409895,0.0001987878,0.0002145,0.74000454,0.096012,0.002892038],"study_design_scores_gemma":[0.00037028026,0.000096299096,0.103629746,0.00017916893,0.000118942095,0.000015808046,0.1335555,0.00028141245,0.00013181756,0.048607662,0.71244663,0.0005667453],"about_ca_topic_score_codex":0.112883925,"about_ca_topic_score_gemma":0.11674239,"teacher_disagreement_score":0.6913969,"about_ca_system_score_codex":0.00050482934,"about_ca_system_score_gemma":0.0010325148,"threshold_uncertainty_score":0.999923},"labels":[],"label_agreement":null},{"id":"W631510284","doi":"","title":"La comédie dans le cinéma québécois : De Gros Bill aux Grandes Chaleurs","year":2009,"lang":"fr","type":"article","venue":"Ciné-Bulles","topic":"Literature, Musicology, and Cultural Analysis","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":"Art","score_opus":0.02526778627337765,"score_gpt":0.27735764684135483,"score_spread":0.25208986056797716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W631510284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6371879,0.08634484,0.00009129281,0.16096978,0.0016043561,0.00045381818,0.00010562374,0.00028857437,0.11295381],"genre_scores_gemma":[0.91011053,0.004640904,0.00018653247,0.008120229,0.0014884017,0.000024203973,0.00004732675,0.000028882589,0.07535296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962283,0.00093220576,0.0005383546,0.0007273111,0.00048010447,0.0010937729],"domain_scores_gemma":[0.9983089,0.00027451618,0.0002524598,0.00041949135,0.0002690872,0.00047554888],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000759483,0.00051276706,0.00073008763,0.00014675072,0.0016276152,0.0003595876,0.000770802,0.00071373687,0.0006145897],"category_scores_gemma":[0.00021150407,0.00038168955,0.0005956837,0.0011728553,0.0016349226,0.00044494917,0.000076321434,0.00058851996,0.0001925252],"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":[0.00015640393,0.0017811845,0.012743889,0.00023799462,0.0007407402,0.00038915983,0.16949037,0.0000914591,0.006527102,0.405209,0.2686477,0.133985],"study_design_scores_gemma":[0.00085627404,0.00035764283,0.023120511,0.00018666379,0.00043662023,0.000052040137,0.04135708,0.00009878354,0.00046449734,0.017527482,0.9148024,0.0007400263],"about_ca_topic_score_codex":0.06304801,"about_ca_topic_score_gemma":0.11378966,"teacher_disagreement_score":0.64615464,"about_ca_system_score_codex":0.0001884136,"about_ca_system_score_gemma":0.0005547979,"threshold_uncertainty_score":0.9998635},"labels":[],"label_agreement":null}]}