{"meta":{"query_hash":"ee684b9d8d25","filters":{"venue":"Yearbook - Association of Pacific Coast Geographers"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/ee684b9d8d25","api":"https://metacan.xera.ac/api/v1/cohort?venue=Yearbook+-+Association+of+Pacific+Coast+Geographers"},"results":[{"id":"W1244414302","doi":"10.1353/pcg.2015.0012","title":"Resolutions of the Seventy-Seventh Annual Meeting Tucson, Arizona","year":2015,"lang":"en","type":"article","venue":"Yearbook - Association of Pacific Coast Geographers","topic":"Geographic Information Systems Studies","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":"Club; Library science; History; Management; Art history; Media studies; Sociology; Medicine; Computer science","score_opus":0.015984267959084496,"score_gpt":0.2566852423580687,"score_spread":0.24070097439898422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1244414302","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":[0.00516294,0.009034153,0.00095915113,0.073507525,0.16522482,0.00050707813,0.0043943706,0.00044193823,0.740768],"genre_scores_gemma":[0.009938328,0.0023787539,0.000559825,0.005381488,0.012028761,0.00033341043,0.0020336055,0.00018651386,0.9671592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997253,0.00030098032,0.000088419896,0.00034820178,0.0012113486,0.00079799135],"domain_scores_gemma":[0.99733114,0.000101765545,0.00009352256,0.0001334094,0.001160754,0.0011794477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028113546,0.0019346736,0.0007081021,0.0014101597,0.0063002044,0.0064416234,0.0015809189,0.0039429585,0.22247459],"category_scores_gemma":[0.003947896,0.00058276777,0.0006761205,0.0007867695,0.0012235723,0.0014090925,0.0046292786,0.006928345,0.08629227],"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":[0.000025030824,0.0000380362,0.0002984011,0.000026132524,0.0000029885534,0.000082518694,0.00004473919,0.000056062618,0.00015335051,0.0013841651,0.98941654,0.008472052],"study_design_scores_gemma":[0.0000062716294,0.000013158837,0.0023856612,0.00006449596,0.0000027670708,0.00002440112,0.0002693975,0.000042616786,0.00006119869,0.00019312018,0.99692696,0.000009908072],"about_ca_topic_score_codex":0.0513871,"about_ca_topic_score_gemma":0.13795912,"teacher_disagreement_score":0.22247459,"about_ca_system_score_codex":0.0052052895,"about_ca_system_score_gemma":0.009560527,"threshold_uncertainty_score":0.7442516},"labels":[],"label_agreement":null},{"id":"W1966429403","doi":"10.1353/pcg.2005.0008","title":"The City as an Image-creation Machine: A Critical Analysis of Vancouver's Olympic Bid","year":2005,"lang":"en","type":"article","venue":"Yearbook - Association of Pacific Coast Geographers","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":28,"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":"Bidding; Narrative; Tourism; Rhetorical question; Harmony (color); Rhetoric; City marketing; Sociology; Aesthetics; Political science; Advertising; Marketing; Visual arts; Business; Law; Art; Linguistics","score_opus":0.009107485982494131,"score_gpt":0.31430135742709575,"score_spread":0.30519387144460164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966429403","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":[0.7505618,0.0013528966,0.006642053,0.012930796,0.0002780205,0.00021283777,0.00014676963,0.000068643596,0.22780621],"genre_scores_gemma":[0.9829093,0.00040605039,0.00085083855,0.00050553365,0.000031382424,0.00005859152,0.000051519197,0.000081620274,0.015105117],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99501604,0.0030629653,0.00007336129,0.0003372351,0.0008893715,0.0006210475],"domain_scores_gemma":[0.9941339,0.003644144,0.0003187031,0.0002641796,0.0010197934,0.0006193381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00413528,0.00084794016,0.00035548556,0.002801401,0.030060714,0.019730002,0.002113206,0.002529413,0.00312849],"category_scores_gemma":[0.008488746,0.0008065892,0.00023736853,0.0028112263,0.029685855,0.004203641,0.006253447,0.0050637205,0.00031866904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000155115,0.000013455513,0.0012403096,0.000040586005,0.0000034886084,0.00059224985,0.95325536,0.00007029881,0.0002637497,0.03850912,0.0021765092,0.0038194133],"study_design_scores_gemma":[0.0000035847197,0.0000097199245,0.0022705183,0.00008822262,0.000005504541,0.00014969638,0.9252887,0.00025316048,0.00027280737,0.0030097992,0.068632,0.000016225007],"about_ca_topic_score_codex":0.4008269,"about_ca_topic_score_gemma":0.55720216,"teacher_disagreement_score":0.59917307,"about_ca_system_score_codex":0.028801814,"about_ca_system_score_gemma":0.011830328,"threshold_uncertainty_score":0.79698765},"labels":[],"label_agreement":null},{"id":"W2041756625","doi":"10.1353/pcg.2013.0001","title":"The Far West Coast: Points and Sounds of Loyalty and Remembrance","year":2013,"lang":"en","type":"article","venue":"Yearbook - Association of Pacific Coast Geographers","topic":"American Environmental and Regional History","field":"Environmental Science","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":"Loyalty; West coast; Geography; History; Advertising; Geology; Oceanography; Business; Marketing","score_opus":0.0031943259551638803,"score_gpt":0.1714569909138812,"score_spread":0.1682626649587173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041756625","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":[0.39713195,0.0037959309,0.0017044051,0.018442128,0.0010041863,0.000021136393,0.00022249334,0.00018153127,0.57749623],"genre_scores_gemma":[0.918249,0.0010138351,0.00054850837,0.00085297384,0.00009714414,0.0000118982225,0.0000629374,0.00013321535,0.079030484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99958223,0.00019239262,0.00000934956,0.00003785579,0.00011231734,0.000065874876],"domain_scores_gemma":[0.9992213,0.0002535402,0.00007341184,0.00009839566,0.00017408386,0.00017932852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050640176,0.00023339274,0.00015313747,0.0008952061,0.008242285,0.0070512844,0.00037626558,0.00075417815,0.005956109],"category_scores_gemma":[0.002905211,0.00015464949,0.000074287535,0.001404762,0.007869217,0.0025879594,0.0027916047,0.0018383721,0.0009363269],"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":[0.00012129012,0.000019864412,0.006786852,0.000109349545,0.000012852476,0.0011759823,0.7541124,0.00009647939,0.0015606635,0.07835186,0.07681546,0.080836885],"study_design_scores_gemma":[0.0000046482014,0.000024443674,0.017105334,0.00026304123,0.000006890507,0.00039576177,0.6283697,0.000109549575,0.00025369535,0.0043968293,0.34902933,0.00004072759],"about_ca_topic_score_codex":0.08828727,"about_ca_topic_score_gemma":0.21056227,"teacher_disagreement_score":0.08828727,"about_ca_system_score_codex":0.0019882359,"about_ca_system_score_gemma":0.0015454163,"threshold_uncertainty_score":0.17554677},"labels":[],"label_agreement":null},{"id":"W2985376675","doi":"10.1353/pcg.2019.0004","title":"Report of the Eighty-First Annual Meeting: Reno, Nevada October 24–27, 2018","year":2019,"lang":"en","type":"article","venue":"Yearbook - Association of Pacific Coast Geographers","topic":"Archaeology and Natural 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":"Attendance; Quarter (Canadian coin); Brother; History; Geography; Economic history; Political science; Archaeology; Law","score_opus":0.006586365150486866,"score_gpt":0.22964486558690256,"score_spread":0.2230585004364157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985376675","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":[0.006559021,0.0132443365,0.0014758705,0.032567482,0.12698317,0.001345581,0.016452294,0.0010893747,0.8002829],"genre_scores_gemma":[0.0065637156,0.0035420903,0.0005970042,0.0026725526,0.0050441073,0.00041145016,0.006583278,0.0003412192,0.97424453],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862635,0.00013904076,0.000039593895,0.00015272562,0.0007870156,0.00025530258],"domain_scores_gemma":[0.9974228,0.000079399906,0.00009899768,0.00007668655,0.0014334793,0.0008885566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020132735,0.0011540256,0.0004410723,0.0008777844,0.0020725953,0.003310111,0.0012338855,0.0014850795,0.29940426],"category_scores_gemma":[0.0022043053,0.00029536488,0.0003826742,0.00039162868,0.0003127133,0.001384848,0.0030995319,0.0025754047,0.17719595],"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":[0.00005003177,0.000040347757,0.00043380083,0.000089471636,0.0000030409374,0.00007316913,0.000039696624,0.00002132859,0.00031671298,0.00023968685,0.9888594,0.009833306],"study_design_scores_gemma":[0.000007342472,0.000015679214,0.001065631,0.00006697915,0.0000014019489,0.000021388007,0.00017186707,0.000016922662,0.00008295491,0.000048259008,0.9984969,0.0000046929526],"about_ca_topic_score_codex":0.010867638,"about_ca_topic_score_gemma":0.03062694,"teacher_disagreement_score":0.29940426,"about_ca_system_score_codex":0.0014441038,"about_ca_system_score_gemma":0.004203433,"threshold_uncertainty_score":0.9993148},"labels":[],"label_agreement":null},{"id":"W344698625","doi":"10.1353/pcg.2000.0015","title":"Infections and Inequalities: The Modern Plagues by Paul Farmer (review)","year":2000,"lang":"en","type":"article","venue":"Yearbook - Association of Pacific Coast Geographers","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","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":"Public health; Per capita; Malaria; Plague (disease); Tuberculosis; Economic growth; Per capita income; Development economics; Political science; Geography; Socioeconomics; Environmental health; Medicine; History; Demography; Sociology; Economics; Ancient history","score_opus":0.010916465354229613,"score_gpt":0.24739213131053808,"score_spread":0.23647566595630848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W344698625","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025808393,0.99394727,0.000014728097,0.0040268064,0.0016857506,0.0000041479125,0.000013262021,0.0000020655132,0.0002801631],"genre_scores_gemma":[0.00040379394,0.9940951,0.000030198195,0.002566619,0.0023768845,0.000008882327,0.000022821157,0.0000016666827,0.0004940797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990701,0.0002380916,0.00010838019,0.0001378234,0.00036149647,0.00008414786],"domain_scores_gemma":[0.99799913,0.0010265319,0.00031253285,0.00002902634,0.0004614828,0.00017123426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129454,0.0015325746,0.0018982559,0.0032853854,0.000558312,0.0025261717,0.001217081,0.002291085,0.005177443],"category_scores_gemma":[0.004044897,0.000569426,0.00086378935,0.005217796,0.0010621804,0.0035696898,0.0014769174,0.004677809,0.0013316459],"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":[0.00010118368,0.00003939534,0.00051622227,0.026604922,0.00017342567,0.00011399465,0.00030700854,0.00020288011,0.00011090534,0.0026332156,0.6248144,0.34438244],"study_design_scores_gemma":[0.00004834834,0.00007606914,0.0027590161,0.0440676,0.0001836191,0.0007737047,0.0003255723,0.00008966025,0.00004690517,0.0018178526,0.94976336,0.00004838621],"about_ca_topic_score_codex":0.0072507407,"about_ca_topic_score_gemma":0.008696438,"teacher_disagreement_score":0.0072507407,"about_ca_system_score_codex":0.0015637544,"about_ca_system_score_gemma":0.003766451,"threshold_uncertainty_score":0.017320275},"labels":[],"label_agreement":null},{"id":"W4246721499","doi":"10.1353/pcg.2013.0015","title":"Editorial Notes","year":2013,"lang":"en","type":"editorial","venue":"Yearbook - Association of Pacific Coast Geographers","topic":"Coastal and Marine Management","field":"Environmental Science","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":"Yearbook; Library science; Service (business); TRIPS architecture; Identity (music); History; Media studies; Art history; Sociology; Engineering; Art; Economy","score_opus":0.0027204335687730963,"score_gpt":0.19418663616356716,"score_spread":0.19146620259479405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246721499","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016997229,0.00658376,0.0008462681,0.052537654,0.75310916,0.00029559736,0.0017739938,0.0007162642,0.18396728],"genre_scores_gemma":[0.003121543,0.010855926,0.0016032455,0.031392995,0.380825,0.00032075858,0.0022135423,0.0009888535,0.56867814],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925092,0.000776307,0.00073087786,0.00092339294,0.0044541573,0.00060613226],"domain_scores_gemma":[0.9531805,0.0059205345,0.0023016338,0.0026472297,0.031860724,0.0040893857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054870523,0.0016724436,0.001167787,0.0057482757,0.004161562,0.01066397,0.0029761787,0.0037389142,0.40440366],"category_scores_gemma":[0.045412675,0.0006428491,0.0011858717,0.0031822505,0.0013423586,0.0046574348,0.0022880656,0.0061189206,0.34085035],"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":[0.0000060768625,0.000004092755,0.000012024779,0.00005989789,8.318227e-7,0.000021821501,0.000014893989,0.000008632575,0.0000238656,0.0004361454,0.99059147,0.008820144],"study_design_scores_gemma":[0.0000046916,0.0000031613022,0.000046798945,0.00016258983,0.0000016238309,0.000035711066,0.000046809168,0.000013966382,0.000036403075,0.00034351085,0.99929976,0.0000049337254],"about_ca_topic_score_codex":0.0035427057,"about_ca_topic_score_gemma":0.0050320746,"teacher_disagreement_score":0.40440366,"about_ca_system_score_codex":0.0034103277,"about_ca_system_score_gemma":0.007133577,"threshold_uncertainty_score":0.8495459},"labels":[],"label_agreement":null}]}