{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"1e57c3f74989","filters":{"venue":"Journal of Language Evolution"}},"results":[{"id":"W2797849812","doi":"10.1093/jole/lzaa001","title":"CHIELD: the causal hypotheses in evolutionary linguistics database","year":2020,"lang":"en","type":"article","venue":"Journal of Language Evolution","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Allison University","funders":"H2020 European Research Council; Australian Research Council; European Commission; Leverhulme Trust; Academy of Finland; Australian Government","keywords":"Narrative; Relation (database); Computer science; Gossip; Diversity (politics); Population; Cognitive science; Linguistics; Psychology; Database; Sociology; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.02774202492424687,"gpt":0.3061145338761043,"spread":0.2783725089518574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006853712,0.00008923892,0.0001501889,0.00006597266,0.0002370154,0.00003830205,0.0002977056,0.00007875232,0.000197407],"category_scores_gemma":[0.005196678,0.00005865952,0.00009279204,0.0004439241,0.0001140626,0.000247952,0.00003922866,0.0003553702,0.00002830881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187569,"about_ca_system_score_gemma":0.0002780229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011452,"about_ca_topic_score_gemma":0.001504775,"domain_scores_codex":[0.9985142,0.0003023143,0.0003479162,0.0001051239,0.0005036935,0.00022669],"domain_scores_gemma":[0.9991303,0.0001536315,0.0002570643,0.00009989961,0.0002340171,0.0001250832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001162432,0.000786083,0.04787817,0.000169001,0.0002430546,0.002036285,0.5997776,0.002220189,0.03049927,0.1181201,0.1793752,0.01773255],"study_design_scores_gemma":[0.00424774,0.001024235,0.1403147,0.0006875684,0.0003994869,0.0002099743,0.5047633,0.004164638,0.0008220216,0.005928779,0.336168,0.001269543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363725,0.02091889,0.003272093,0.01925113,0.002151344,0.0005053976,0.00004872423,0.00009443171,0.01738545],"genre_scores_gemma":[0.994977,0.000160422,0.0005454156,0.0005323387,0.003520235,0.000001655824,0.000005556522,0.000007124553,0.0002502649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1567927,"threshold_uncertainty_score":0.6221285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2635548134","doi":"10.1093/jole/lzx010","title":"Phoneme inventory size and the transition from monoplanar to dually patterned speech","year":2017,"lang":"en","type":"article","venue":"Journal of Language Evolution","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Linguistics; Computer science; Consonant; TRACE (psycholinguistics); Sign (mathematics); Transition (genetics); Feature (linguistics); History; Speech recognition; Mathematics; Philosophy; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01661556676254562,"gpt":0.307151766446416,"spread":0.2905361996838704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007125971,0.00006449335,0.0001321219,0.00004355089,0.0001776314,0.00006538963,0.0002674484,0.00005653825,0.0001860756],"category_scores_gemma":[0.0001410289,0.00004602766,0.00005697108,0.00002351666,0.00005983382,0.0001612887,0.00003252737,0.0001803359,0.00003704564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005374659,"about_ca_system_score_gemma":0.00001814995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673163,"about_ca_topic_score_gemma":0.0001857005,"domain_scores_codex":[0.9992357,0.0002111811,0.0002299018,0.00007389451,0.0001481981,0.0001010527],"domain_scores_gemma":[0.9991219,0.0001008464,0.0002742681,0.0003944556,0.00004776494,0.00006077329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01113638,0.001142705,0.1090542,0.00006125959,0.001226789,0.0005890541,0.4936262,0.00006342549,0.1362719,0.006048448,0.02331534,0.2174644],"study_design_scores_gemma":[0.00398215,0.0002084469,0.9860414,0.00009526609,0.00008974146,0.00009413801,0.006532812,0.000174411,0.0002684115,0.001864258,0.0005374964,0.000111517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898119,0.0007356292,0.001915336,0.005781211,0.0003947573,0.0001148026,0.000003674773,0.000008768415,0.00123393],"genre_scores_gemma":[0.9984502,0.00002076988,0.0004516715,0.0003923239,0.0003698743,0.00000361179,0.000002279641,0.000007114076,0.0003021973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8769872,"threshold_uncertainty_score":0.2529333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082181017","doi":"10.1093/jole/lzaa007","title":"When the tune shapes morphology: The origins of vocatives","year":2020,"lang":"en","type":"article","venue":"Journal of Language Evolution","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Linguistics; Meaning (existential); Morpheme; Variation (astronomy); Tone (literature); Psychology; Economic shortage; Computer science; Government (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.0381898292634024,"gpt":0.3460683808123597,"spread":0.3078785515489573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000607582,0.00006860158,0.0001632735,0.0000522603,0.00006892027,0.000008906452,0.0004415989,0.00006878264,0.00094178],"category_scores_gemma":[0.000221719,0.00003443197,0.00009604328,0.0001703746,0.0002556281,0.00004491601,0.00005183415,0.0004538945,0.00006138374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004377103,"about_ca_system_score_gemma":0.00007026637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003081995,"about_ca_topic_score_gemma":0.00002694263,"domain_scores_codex":[0.9989378,0.0003512468,0.0002840689,0.00008257727,0.0001856721,0.0001586423],"domain_scores_gemma":[0.9991187,0.0002566233,0.0002961334,0.0001492146,0.0001279241,0.00005133005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001536121,0.0004517547,0.01955066,0.00003768265,0.001111156,0.0003133539,0.4304647,0.0001273006,0.3976761,0.0240175,0.1095414,0.01517234],"study_design_scores_gemma":[0.002306547,0.002001788,0.9186022,0.000049264,0.0001977472,0.00081631,0.04378617,0.0006758108,0.006927644,0.005314455,0.0191066,0.0002154689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695154,0.006692387,0.002207794,0.02011453,0.0003221109,0.000101269,0.00001162455,0.000005934551,0.001028977],"genre_scores_gemma":[0.9987225,0.00003513639,0.0001123586,0.0004452338,0.0004547375,0.000002594279,8.692164e-7,0.000007394273,0.000219197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8990515,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}