{"meta":{"query_hash":"af06579bfc8a","filters":{"venue":"FOOTPRINT"},"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/af06579bfc8a","api":"https://metacan.xera.ac/api/v1/cohort?venue=FOOTPRINT"},"results":[{"id":"W4388506359","doi":"10.59490/footprint.16.1.5606","title":"Forest Semiosis","year":2021,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Digital Media and Philosophy","field":"Computer Science","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":"Western University","funders":"","keywords":"Semiosis; Semiotics; Techne; Biosemiotics; Epistemology; Philosophy; Conceptualization; Sociology; Linguistics","score_opus":0.015146449144796759,"score_gpt":0.2136091169189346,"score_spread":0.19846266777413785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388506359","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":[0.02087165,0.0026983318,0.11193104,0.0030166183,0.00063505786,0.00006517853,0.00027039228,0.0003075554,0.86020416],"genre_scores_gemma":[0.815048,0.002651661,0.051930603,0.00088852766,0.0003925179,0.00018386121,0.00061538676,0.00027192108,0.12801757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99904317,0.00035365397,0.00007120411,0.00024554026,0.00016431471,0.00012209074],"domain_scores_gemma":[0.9994808,0.00019213512,0.00005002679,0.00011133733,0.00011403937,0.000051741026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084861997,0.00036130525,0.00025434693,0.0010978867,0.0027416835,0.004011697,0.00053534127,0.0008772622,0.014217847],"category_scores_gemma":[0.0013907744,0.00017761029,0.0004931869,0.00080328214,0.0071123685,0.004990389,0.0027177278,0.0012396661,0.0025741288],"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":[0.000005161663,0.0000017437859,0.00004207007,0.0000111740155,7.78669e-7,0.000030954976,0.00058200385,0.00005564101,0.00008783246,0.9946461,0.0009400576,0.0035965778],"study_design_scores_gemma":[0.000008108736,0.000011758671,0.00016080821,0.000052718762,0.0000032689725,0.00035887648,0.0010188178,0.0006381578,0.00042566296,0.7715826,0.22573097,0.000008301829],"about_ca_topic_score_codex":0.0021296253,"about_ca_topic_score_gemma":0.0028808631,"teacher_disagreement_score":0.014217847,"about_ca_system_score_codex":0.0017906568,"about_ca_system_score_gemma":0.0008254305,"threshold_uncertainty_score":0.047563434},"labels":[],"label_agreement":null},{"id":"W4388506551","doi":"10.59490/footprint.14.1.3835","title":"This is Not a Nest","year":2019,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Language, Metaphor, and Cognition","field":"Psychology","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":"Université de Montréal","funders":"","keywords":"Performative utterance; Rhetorical question; Context (archaeology); Competitor analysis; Discipline; Competition (biology); Epistemology; Sociology; Aesthetics; Linguistics; History; Social science; Archaeology","score_opus":0.023471808226732057,"score_gpt":0.2922616456207869,"score_spread":0.2687898373940548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388506551","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":[0.04912606,0.0033324903,0.008495921,0.07568466,0.0059423135,0.00003235847,0.00016926696,0.00033747547,0.8568794],"genre_scores_gemma":[0.75780684,0.0018645173,0.0043960367,0.012858465,0.0007564403,0.000039133593,0.00014737094,0.0003832696,0.221748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981238,0.000658172,0.00005771674,0.00041551772,0.00046208524,0.0002825686],"domain_scores_gemma":[0.9976375,0.0004852912,0.00021042819,0.0004930087,0.0005796776,0.0005941083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017356465,0.00036215305,0.00039476543,0.0005435979,0.0065072193,0.006198448,0.00078182446,0.0016932446,0.030986765],"category_scores_gemma":[0.00503683,0.00018512933,0.0003650072,0.0006061323,0.010262363,0.0070271106,0.003926796,0.0035733893,0.006289482],"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":[0.000077342986,0.00004346993,0.002891974,0.00013888718,0.000025902184,0.0004426788,0.035430737,0.00012405841,0.00132528,0.81274056,0.10457433,0.042184763],"study_design_scores_gemma":[0.000007006656,0.000043479457,0.0013847358,0.00013858375,0.000008668385,0.00051066274,0.017998924,0.00014939002,0.00027447462,0.03382981,0.94563,0.000024207833],"about_ca_topic_score_codex":0.0056905947,"about_ca_topic_score_gemma":0.011039622,"teacher_disagreement_score":0.030986765,"about_ca_system_score_codex":0.0019859776,"about_ca_system_score_gemma":0.002497665,"threshold_uncertainty_score":0.103661},"labels":[],"label_agreement":null},{"id":"W4388506558","doi":"10.59490/footprint.14.1.3834","title":"Competition Juries as Intercultural Spaces","year":2019,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Cultural Heritage Management and Preservation","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":true,"ca_institutions":"Concordia University","funders":"","keywords":"Jury; Context (archaeology); Competition (biology); Diversity (politics); Variety (cybernetics); Constructive; Toolbox; Selection (genetic algorithm); Excellence; Process (computing); Value (mathematics); Politics; Sociology; Engineering ethics; Public relations; Political science; Computer science; Engineering; Law; Ecology; Geography; Artificial intelligence","score_opus":0.054483527292942605,"score_gpt":0.22786388442180583,"score_spread":0.17338035712886324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388506558","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":[0.55417114,0.0043524103,0.025667457,0.018555999,0.0014954772,0.00037528982,0.00020298648,0.00013148545,0.3950478],"genre_scores_gemma":[0.975567,0.00054700056,0.0021584295,0.0008055706,0.00015899369,0.00014585587,0.000058510428,0.000078073404,0.02048059],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96580315,0.020826269,0.0013170065,0.0022643544,0.0068448726,0.0029442913],"domain_scores_gemma":[0.9740267,0.013637735,0.0035839935,0.0025032775,0.0032722617,0.002976117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017848328,0.00064286223,0.0005493648,0.003986893,0.031903088,0.017480223,0.0021516627,0.0026395204,0.011595061],"category_scores_gemma":[0.037395537,0.000684067,0.00044185377,0.0035720465,0.031753432,0.007842884,0.020121975,0.004552404,0.0007298055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007715254,0.00007322811,0.0065387553,0.00018814516,0.00003350278,0.001060896,0.5583433,0.00045968086,0.0008576683,0.3915395,0.008809542,0.032018717],"study_design_scores_gemma":[0.000017202814,0.000075356955,0.0069271075,0.0004705913,0.000028922877,0.00034901878,0.6223384,0.00044054346,0.0005791652,0.040921807,0.32774144,0.00011041372],"about_ca_topic_score_codex":0.028178029,"about_ca_topic_score_gemma":0.05492245,"teacher_disagreement_score":0.031903088,"about_ca_system_score_codex":0.010482833,"about_ca_system_score_gemma":0.012942336,"threshold_uncertainty_score":0.09439212},"labels":[],"label_agreement":null},{"id":"W4388507343","doi":"10.59490/footprint.11.2.1903","title":"Strategies for Living in Houses","year":2017,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Queer; Contradiction; Cape; Gender studies; Hegemony; Sociology; Aesthetics; Art; History; Political science; Archaeology; Law; Politics","score_opus":0.08634502657527303,"score_gpt":0.37877657394636444,"score_spread":0.2924315473710914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388507343","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":[0.03649146,0.00088704843,0.019322047,0.014955682,0.000192201,0.00014536164,0.000029558916,0.00008166291,0.9278949],"genre_scores_gemma":[0.8183503,0.0007140136,0.015053404,0.0013925274,0.000054632634,0.0001641691,0.000040986066,0.000078048506,0.16415189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978143,0.0012202917,0.000054474956,0.00021396237,0.00022879148,0.000468246],"domain_scores_gemma":[0.99942636,0.00012085401,0.000057513247,0.00011381218,0.00013087239,0.00015058108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019240791,0.0006090869,0.00018367612,0.00073406624,0.011441955,0.0061726943,0.001235009,0.0020560073,0.012810687],"category_scores_gemma":[0.0020674851,0.00023841302,0.0003259528,0.0006875408,0.027790643,0.0045100707,0.004998567,0.0023550852,0.001355838],"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":[0.0000033098968,0.00000808691,0.00019200036,0.000012469925,0.0000011652032,0.00010840885,0.018397909,0.00009677541,0.00010881364,0.97241795,0.003030423,0.005622732],"study_design_scores_gemma":[0.000015777929,0.000032223215,0.0006409803,0.00013514634,0.000008934224,0.00025666598,0.06221992,0.0003663519,0.00069134263,0.2237692,0.71184534,0.000018150778],"about_ca_topic_score_codex":0.023292879,"about_ca_topic_score_gemma":0.06737437,"teacher_disagreement_score":0.023292879,"about_ca_system_score_codex":0.007537454,"about_ca_system_score_gemma":0.005709612,"threshold_uncertainty_score":0.054688334},"labels":[],"label_agreement":null},{"id":"W4388514209","doi":"10.59490/footprint.15.1.4942","title":"Environments (out) of Control","year":2020,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Architecture and Computational Design","field":"Engineering","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":"University of British Columbia","funders":"","keywords":"Cybernetics; Semiosis; Contingency; Architecture; Conversation; Semiotics; Sociology; Epistemology; Adaptation (eye); Dynamism; Anthropocene; Cognitive science; Computer science; Environmental ethics; Philosophy; Communication; Psychology; History","score_opus":0.009605280528510932,"score_gpt":0.17125017631125272,"score_spread":0.1616448957827418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388514209","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":[0.054817505,0.0019256807,0.056763742,0.0061724884,0.00058432476,0.00006763776,0.0001576421,0.00025995003,0.87925094],"genre_scores_gemma":[0.95322317,0.0011424095,0.004019903,0.0010324117,0.00017858415,0.000100411344,0.0000839458,0.0001527552,0.040066335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99771464,0.00092595833,0.000080103106,0.0005518074,0.00041475447,0.0003128427],"domain_scores_gemma":[0.99902594,0.00031554035,0.00007895207,0.000343932,0.00012169434,0.000113883165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015598654,0.0006511084,0.00045180955,0.0008980245,0.0031215244,0.008131994,0.0008495711,0.0013650546,0.015075368],"category_scores_gemma":[0.0021603229,0.0002998824,0.0003956176,0.0007307052,0.020740958,0.008475989,0.008079429,0.002057727,0.001362341],"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":[0.000015184058,0.000007804031,0.00031071942,0.0000346195,0.0000071362792,0.00009312795,0.0052063093,0.00035766317,0.00033446352,0.98570085,0.0011980216,0.006734124],"study_design_scores_gemma":[0.000023350563,0.000048270304,0.00094296696,0.00020120552,0.000025762509,0.00022274212,0.010024602,0.00089517114,0.0006815431,0.6136247,0.37327644,0.0000332306],"about_ca_topic_score_codex":0.0041612973,"about_ca_topic_score_gemma":0.0032138496,"teacher_disagreement_score":0.015075368,"about_ca_system_score_codex":0.001961893,"about_ca_system_score_gemma":0.0021511018,"threshold_uncertainty_score":0.050432086},"labels":[],"label_agreement":null},{"id":"W4393937812","doi":"10.59490/footprint.17.2.6731","title":"In the Garden of Anthropos","year":2024,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Geographies of human-animal interactions","field":"Social Sciences","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":"Computer science","score_opus":0.032052693614710484,"score_gpt":0.377453964893148,"score_spread":0.3454012712784375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393937812","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":[0.047768284,0.019266855,0.0070641353,0.058512084,0.003714677,0.00008424311,0.00046394512,0.00038441608,0.8627413],"genre_scores_gemma":[0.53439766,0.008323154,0.0073237927,0.011444046,0.0011145563,0.00018050682,0.00034028926,0.00039528497,0.43648064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990258,0.0005250754,0.000024885268,0.00018265592,0.00008477925,0.00015675071],"domain_scores_gemma":[0.9993777,0.00018967947,0.000089787696,0.00010998868,0.000048637674,0.00018410628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010584928,0.0004855944,0.00031974085,0.0011179812,0.00867715,0.0054238946,0.0004866171,0.001963453,0.029631067],"category_scores_gemma":[0.0019623216,0.00028606862,0.0002838184,0.0012283331,0.01089156,0.006666661,0.0067778737,0.0027220724,0.003211843],"study_design_candidate":"qualitative","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":[0.00011553762,0.000033719378,0.0018765299,0.00013570882,0.0000119748265,0.0005800995,0.05687862,0.000116906114,0.0004258959,0.7597476,0.12198697,0.05809051],"study_design_scores_gemma":[0.000004559719,0.000009741827,0.0007713357,0.00008474947,0.0000017899438,0.00018762637,0.008962583,0.000028792349,0.000054859556,0.020709557,0.9691775,0.0000068591876],"about_ca_topic_score_codex":0.003760046,"about_ca_topic_score_gemma":0.013963502,"teacher_disagreement_score":0.029631067,"about_ca_system_score_codex":0.001877437,"about_ca_system_score_gemma":0.0012305024,"threshold_uncertainty_score":0.0991258},"labels":[],"label_agreement":null},{"id":"W4417335664","doi":"10.59490/footprint.19.2.7805","title":"A Compass of Architectural Theories in the Tower of the Winds","year":2025,"lang":"en","type":"article","venue":"FOOTPRINT","topic":"Italian Literature and Culture","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":"Université de Montréal","funders":"","keywords":"Architecture; Architectural theory; Mirroring; Tower; Action (physics); Compass; Categorization; Discipline","score_opus":0.007272252279585699,"score_gpt":0.2098229158437239,"score_spread":0.2025506635641382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417335664","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":[0.08201636,0.0049606147,0.08317994,0.062672354,0.001089756,0.00012790562,0.00018044826,0.00018279851,0.7655899],"genre_scores_gemma":[0.94592535,0.001466311,0.020393109,0.0020561689,0.0004290141,0.00016872928,0.00010910388,0.00016269303,0.029289415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933913,0.003726457,0.00021662134,0.00084184756,0.0013873673,0.00043646852],"domain_scores_gemma":[0.99424547,0.0024294516,0.00058785075,0.0012677158,0.0008275921,0.0006418727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070260693,0.0006494289,0.0003983492,0.0033996126,0.0062622507,0.012771067,0.001123693,0.0026353474,0.006986271],"category_scores_gemma":[0.0074306056,0.0005407739,0.0006066776,0.0019025591,0.050693158,0.01300474,0.004935352,0.0038920506,0.0013975651],"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":[0.0000117522095,0.0000069157354,0.00034876016,0.00001780326,0.0000017992578,0.000023098974,0.01003368,0.00011274952,0.00005669002,0.98523825,0.001176137,0.0029722985],"study_design_scores_gemma":[0.000028935012,0.00003361703,0.0010119702,0.00020767469,0.000004270634,0.00011034917,0.016058246,0.0009914942,0.00017263465,0.8579436,0.12341794,0.00001924486],"about_ca_topic_score_codex":0.00602264,"about_ca_topic_score_gemma":0.008142905,"teacher_disagreement_score":0.012771067,"about_ca_system_score_codex":0.008829431,"about_ca_system_score_gemma":0.005099051,"threshold_uncertainty_score":0.0640623},"labels":[],"label_agreement":null}]}