{"meta":{"query_hash":"23f1da98e5a5","filters":{"venue":"CIIS Digital Commons (California Institute of Integral Studies)"},"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/23f1da98e5a5","api":"https://metacan.xera.ac/api/v1/cohort?venue=CIIS+Digital+Commons+%28California+Institute+of+Integral+Studies%29"},"results":[{"id":"W2189308041","doi":"10.24972/ijts.2007.26.1.82","title":"A Third Model of Self-Construal: The Metapersonal Self","year":2007,"lang":"en","type":"article","venue":"CIIS Digital Commons (California Institute of Integral Studies)","topic":"Cultural Differences and Values","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Trent University","funders":"","keywords":"Self construal; Psychology; Construal level theory; Discriminant validity; Scale (ratio); Construct (python library); Convergent validity; Social psychology; Construct validity; Measure (data warehouse); Cognitive psychology; Psychometrics; Developmental psychology; Computer science; Data mining","score_opus":0.10545773318843953,"score_gpt":0.35010301544349465,"score_spread":0.2446452822550551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189308041","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":[0.919651,0.0016874544,0.00061186065,0.0005880635,0.0006706542,0.00037435326,0.0006859443,0.00015403212,0.07557664],"genre_scores_gemma":[0.9982569,0.00009425388,0.00097493286,0.00017193257,0.00008201208,0.000026387972,0.00003221349,0.000019076513,0.00034228576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978659,0.00004025566,0.0008518219,0.0003514862,0.00039876584,0.0004917562],"domain_scores_gemma":[0.9984015,0.00028797908,0.00034553287,0.0004635072,0.00038106067,0.000120390825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413538,0.00037701768,0.0007354771,0.000110294015,0.00022459876,0.000051005907,0.0006692377,0.0001455312,0.00005239759],"category_scores_gemma":[0.00018634525,0.00021131347,0.00046607322,0.00040713226,0.00096978236,0.00027816748,0.00030005153,0.00039770795,0.000100879326],"study_design_candidate":"theoretical_or_conceptual","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":[0.0012107257,0.00374427,0.109778136,0.00041548384,0.011380351,0.00006678765,0.03653833,0.00019143378,0.00063857134,0.7112103,0.04173421,0.08309139],"study_design_scores_gemma":[0.016254028,0.006020391,0.12860413,0.002279823,0.0048746853,0.00085557514,0.20625688,0.009538807,0.007004414,0.09313283,0.5181404,0.0070380433],"about_ca_topic_score_codex":0.00015736371,"about_ca_topic_score_gemma":0.00052707986,"teacher_disagreement_score":0.61807746,"about_ca_system_score_codex":0.00009008062,"about_ca_system_score_gemma":0.000059895327,"threshold_uncertainty_score":0.8617113},"labels":[],"label_agreement":null},{"id":"W6991516244","doi":"","title":"A Historical Sociolinguistic Perspective on Bilingual LGBTQ+ Communities","year":2021,"lang":"en","type":"article","venue":"CIIS Digital Commons (California Institute of Integral Studies)","topic":"Linguistic Variation and Morphology","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":"Nucleofection; Gestational period; Fusible alloy; Liquation; Hyporeflexia; Proteogenomics; TSG101; Dysgeusia","score_opus":0.08866508304933376,"score_gpt":0.36237081623570416,"score_spread":0.27370573318637037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991516244","genre_codex":"other","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":[0.20029522,0.003812541,0.0008095102,0.012682976,0.0072491607,0.000474548,0.0005786191,0.00035099895,0.77374643],"genre_scores_gemma":[0.9965996,0.0002601978,0.00037497238,0.00046534312,0.0005577878,0.000018203695,0.000045419954,0.000018747001,0.0016597165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809295,0.00019923238,0.00054787874,0.00028638478,0.00045644655,0.00041711522],"domain_scores_gemma":[0.9966278,0.0007614669,0.00021647984,0.00036375804,0.0018631844,0.00016731836],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00040006256,0.00025175855,0.000625906,0.00014616366,0.0008625679,0.00009987924,0.00042233776,0.00016441698,0.00010065679],"category_scores_gemma":[0.015862625,0.00022710382,0.00028034914,0.00042321117,0.0014472782,0.000121505014,0.00025520375,0.00048235687,0.000107746106],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007987701,0.0005507805,0.0032808164,0.000028057442,0.00030674454,0.00012562888,0.03294264,0.000025913025,0.0000063607845,0.9524079,0.007920909,0.0023243832],"study_design_scores_gemma":[0.00066238747,0.00021260584,0.00021296574,0.00015256435,0.00007613603,0.000013603489,0.112073004,0.000016420921,0.00005734781,0.03307977,0.8530817,0.00036146588],"about_ca_topic_score_codex":0.005175277,"about_ca_topic_score_gemma":0.013422146,"teacher_disagreement_score":0.9193281,"about_ca_system_score_codex":0.0020847544,"about_ca_system_score_gemma":0.0009183266,"threshold_uncertainty_score":0.9924272},"labels":[],"label_agreement":null},{"id":"W7005791282","doi":"","title":"Stance, style, and intimacy: Interlocutor-based prosodic variation in a non-binary speaker","year":2021,"lang":"en","type":"article","venue":"CIIS Digital Commons (California Institute of Integral Studies)","topic":"Linguistic Variation and Morphology","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":"Variation (astronomy); Conversation; Utterance; Generalizability theory; Focus (optics); Style (visual arts); Phonation; Conversation analysis","score_opus":0.030158966774890716,"score_gpt":0.3093917146923221,"score_spread":0.27923274791743136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005791282","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":[0.90179497,0.0009939851,0.0040833354,0.0042772475,0.001951494,0.0007394882,0.00043515014,0.00011901859,0.085605316],"genre_scores_gemma":[0.9979145,0.00012207187,0.0011524996,0.00030496862,0.00011167815,0.00003966743,0.00006300706,0.000012776747,0.00027881784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983603,0.00009965069,0.00055170665,0.00035807083,0.00029946718,0.0003308447],"domain_scores_gemma":[0.99872977,0.00020151568,0.00019674585,0.0002234024,0.0005321845,0.00011640495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004275745,0.00020200407,0.00046327623,0.00017681836,0.00024327055,0.00012311191,0.0002139042,0.00012448936,0.00005033565],"category_scores_gemma":[0.0032010863,0.00018680711,0.000094043055,0.00065339793,0.0008269573,0.00033487356,0.00019044886,0.00025901574,0.000029330642],"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":[0.0010006527,0.0034293206,0.34099185,0.0007572206,0.0009737381,0.0011346242,0.055784483,0.00037633308,0.001180774,0.5150379,0.012478404,0.066854686],"study_design_scores_gemma":[0.008884031,0.0008616284,0.114008024,0.002005309,0.00023456548,0.000034525416,0.02884635,0.0031292757,0.0005446501,0.023637438,0.81589997,0.0019142311],"about_ca_topic_score_codex":0.0008597029,"about_ca_topic_score_gemma":0.008616782,"teacher_disagreement_score":0.80342156,"about_ca_system_score_codex":0.0002762264,"about_ca_system_score_gemma":0.00043338898,"threshold_uncertainty_score":0.7617773},"labels":[],"label_agreement":null},{"id":"W7019305773","doi":"","title":"Frequency of singular they for gender stereotypes and the influence of the queer community","year":2021,"lang":"en","type":"article","venue":"CIIS Digital Commons (California Institute of Integral Studies)","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":3,"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":"Pronoun; Perception; Noun; Variation (astronomy); Antecedent (behavioral psychology); Style (visual arts); Identity (music)","score_opus":0.05281678507739371,"score_gpt":0.31609333781491766,"score_spread":0.26327655273752393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019305773","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":[0.97383356,0.0043378845,0.00020555728,0.0014122007,0.00033238815,0.00055232435,0.0004712785,0.00001955683,0.018835224],"genre_scores_gemma":[0.99899715,0.00026425338,0.0004621616,0.00013406048,0.000029996518,0.000034433306,0.00000614319,0.000010791646,0.000061037485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99828535,0.00033821462,0.0005573894,0.00016757943,0.00038421818,0.00026725273],"domain_scores_gemma":[0.99708307,0.00097468036,0.00034378434,0.0006052486,0.00094756455,0.000045651374],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009117175,0.00019318362,0.00057056674,0.000036907044,0.0009093785,0.00004507871,0.0007876717,0.00007924898,0.0000045344386],"category_scores_gemma":[0.0059949257,0.00010958448,0.00026166195,0.00033574092,0.005381299,0.00023308583,0.000839398,0.00030982055,0.0000011593206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020992676,0.00057506026,0.170072,0.0008509559,0.002502423,0.000005957081,0.17815223,0.00020881084,0.0005760619,0.63581604,0.0013972336,0.009633309],"study_design_scores_gemma":[0.005956331,0.0003264574,0.08539026,0.0015185644,0.0009100634,0.000025754864,0.45352784,0.000032606054,0.004901266,0.38718355,0.059071567,0.0011557455],"about_ca_topic_score_codex":0.003289952,"about_ca_topic_score_gemma":0.018632837,"teacher_disagreement_score":0.2753756,"about_ca_system_score_codex":0.00007797635,"about_ca_system_score_gemma":0.00019133618,"threshold_uncertainty_score":0.99927455},"labels":[],"label_agreement":null},{"id":"W7048269777","doi":"","title":"Kinship with Other Animals in Mi’kmaw Spirituality","year":2024,"lang":"en","type":"article","venue":"CIIS Digital Commons (California Institute of Integral Studies)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Kinship; Spirituality; Meaning (existential); Inheritance (genetic algorithm)","score_opus":0.053489048019600645,"score_gpt":0.2842390473122168,"score_spread":0.23074999929261614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048269777","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":[0.9775779,0.0024323398,0.0004994367,0.00038263277,0.00037264073,0.0002303448,0.0006515414,0.00036211227,0.017491033],"genre_scores_gemma":[0.9991811,0.00006849711,0.00045615295,0.00003403762,0.000082445404,0.00008546761,0.000026458292,0.00004270736,0.000023127792],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998879,0.000012312212,0.00044176102,0.00024853356,0.00014806044,0.00027030366],"domain_scores_gemma":[0.9994942,0.00008519699,0.000026016647,0.00026950645,0.00006265025,0.000062414445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015181978,0.0002515616,0.0003943938,0.00012963853,0.000056801447,0.00015430401,0.000223147,0.00007243422,0.000041012874],"category_scores_gemma":[0.00008838841,0.00018974389,0.00008751032,0.00047566177,0.00031046895,0.00035662283,0.00007859402,0.00021899879,0.00013212493],"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":[0.0006694378,0.0021253827,0.15389583,0.011719125,0.0065746014,0.0006015337,0.011692109,0.016787967,0.08238602,0.4661683,0.07014192,0.17723778],"study_design_scores_gemma":[0.0011065739,0.0003102167,0.0038961507,0.0028379636,0.00012229459,0.000092673276,0.0032240816,0.0009798433,0.025905106,0.011861615,0.9482045,0.0014589905],"about_ca_topic_score_codex":0.00013255866,"about_ca_topic_score_gemma":0.0010227427,"teacher_disagreement_score":0.87806255,"about_ca_system_score_codex":0.00011312474,"about_ca_system_score_gemma":0.000028803006,"threshold_uncertainty_score":0.77375317},"labels":[],"label_agreement":null},{"id":"W7056767484","doi":"","title":"Fluid Homes: Navigating Gender, Sexuality, and Housing Insecurity Discourses on Social Media","year":2023,"lang":"en","type":"article","venue":"CIIS Digital Commons (California Institute of Integral Studies)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Poverty; Residence; Renting; Quarter (Canadian coin); Public housing; Welfare; Rental housing; Financial crisis; Extreme poverty","score_opus":0.08605494004092286,"score_gpt":0.35200968132248905,"score_spread":0.2659547412815662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056767484","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":[0.9700779,0.00021000471,0.000057074925,0.0014360253,0.00030076195,0.0003078348,0.0013494029,0.00009912477,0.026161881],"genre_scores_gemma":[0.99918437,0.000058600453,0.00004518824,0.000031408927,0.00024753893,0.000046035177,0.00029334775,0.000021095932,0.00007241047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980435,0.000049086477,0.000530313,0.00037463979,0.0005378895,0.00046457],"domain_scores_gemma":[0.99887675,0.00039465696,0.0001582776,0.00024380788,0.00019138203,0.00013515414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028928422,0.00031120697,0.0005231241,0.00013221308,0.00048549165,0.0001814953,0.00029978927,0.000053504857,0.00050520286],"category_scores_gemma":[0.00029231724,0.0002565441,0.00014852831,0.00056787906,0.00080348505,0.00013338997,0.00083023106,0.00042589253,0.000071302275],"study_design_candidate":"design_other","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":[0.00009522279,0.0004954861,0.045019526,0.00024407849,0.00047240302,0.0000243846,0.003551577,0.000012403939,0.00030970504,0.025545621,0.02472085,0.8995087],"study_design_scores_gemma":[0.012686262,0.0016699686,0.13778102,0.0036700347,0.00056826015,0.000014153936,0.27519122,0.003329182,0.0058412882,0.06520847,0.4884951,0.0055450313],"about_ca_topic_score_codex":0.00033837784,"about_ca_topic_score_gemma":0.00038174764,"teacher_disagreement_score":0.8939637,"about_ca_system_score_codex":0.000029679308,"about_ca_system_score_gemma":0.00008125164,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null},{"id":"W7066271854","doi":"","title":"Human Entanglements with More-Than-Human Worlds","year":2024,"lang":"en","type":"article","venue":"CIIS Digital Commons (California Institute of Integral Studies)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","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":"Queer; Indigenous; Summit; Theme (computing); Feminism; Ecofeminism; Foregrounding; Sovereignty","score_opus":0.03012460030905274,"score_gpt":0.2991228022374675,"score_spread":0.2689982019284148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066271854","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":[0.9501787,0.0002447948,0.0026561774,0.00048672405,0.00025934994,0.00034761766,0.0013340339,0.00014359414,0.044349052],"genre_scores_gemma":[0.9978584,0.0000014872144,0.00022035852,0.000038226517,0.00027339612,0.000082268336,0.00045108516,0.000037519098,0.0010372293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844074,0.000012706442,0.00048601185,0.00037360605,0.00030715537,0.00037978517],"domain_scores_gemma":[0.9992171,0.00003651468,0.00011297552,0.0003395701,0.00016105258,0.00013277026],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000052451567,0.00036282346,0.0004740866,0.00012337911,0.0003745004,0.00020539829,0.00034825585,0.000030082521,0.000099184945],"category_scores_gemma":[0.000007424355,0.00026076584,0.0002442961,0.0005262611,0.00063587655,0.0006443516,0.00026108997,0.00031603687,0.00012782449],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007574164,0.0018490877,0.14928307,0.00029488205,0.004542636,0.000058351394,0.001522373,0.0009032516,0.001188087,0.77598226,0.021564262,0.042736],"study_design_scores_gemma":[0.005589863,0.0032962468,0.031489912,0.0046717776,0.0013632613,0.000005624513,0.016262053,0.0011189226,0.0049558333,0.11003118,0.8169967,0.0042186063],"about_ca_topic_score_codex":0.00020161479,"about_ca_topic_score_gemma":0.00012279753,"teacher_disagreement_score":0.79543245,"about_ca_system_score_codex":0.00011116291,"about_ca_system_score_gemma":0.000048466416,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null}]}