{"meta":{"query_hash":"39902f1a07e6","filters":{"venue":"Govor/Speech"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/39902f1a07e6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Govor%2FSpeech"},"results":[{"id":"W2750386705","doi":"","title":"Jolanta Szpyra‐Kozłowska: Pronunciation in EFL Instruction: A Research‐ ‐Based Approach. Second Language Acquisition Series: 82. Bristol – Buffalo – Toronto: Multilingual Matters, 2014","year":2014,"lang":"en","type":"article","venue":"Govor/Speech","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":3,"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":"Pronunciation; Croatian; Linguistics; Series (stratigraphy); Philosophy; Biology","score_opus":0.023586963173024143,"score_gpt":0.2668515505307201,"score_spread":0.243264587357696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750386705","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050013885,0.44127256,0.05987262,0.234763,0.013871088,0.0004305332,0.0029885424,0.0013734164,0.19541445],"genre_scores_gemma":[0.42148235,0.3814612,0.031912733,0.010016287,0.0027835504,0.0005493334,0.0014965527,0.0008889993,0.149409],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991346,0.0002685383,0.00010594558,0.00012308388,0.0002305348,0.00013719637],"domain_scores_gemma":[0.9973924,0.00135185,0.00016511112,0.00007851291,0.0007078052,0.0003042082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002908532,0.0011614254,0.0006981928,0.0057683107,0.002507887,0.004556864,0.0019343237,0.002501203,0.020751778],"category_scores_gemma":[0.0060659572,0.00066514517,0.00025270227,0.0029398075,0.0029668983,0.014104387,0.004571132,0.0034768458,0.005092239],"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":[0.0005690657,0.00019137475,0.0049532484,0.002043228,0.000047501577,0.0017274807,0.03235618,0.0003656203,0.0023049887,0.09845149,0.38706008,0.4699297],"study_design_scores_gemma":[0.00007459889,0.00013593755,0.046965953,0.0026811648,0.00012309098,0.0032074547,0.04056566,0.0011327734,0.008533837,0.0735054,0.8228809,0.00019321394],"about_ca_topic_score_codex":0.018041994,"about_ca_topic_score_gemma":0.036523193,"teacher_disagreement_score":0.020751778,"about_ca_system_score_codex":0.0022997481,"about_ca_system_score_gemma":0.0043178173,"threshold_uncertainty_score":0.06942159},"labels":[],"label_agreement":null},{"id":"W4392526324","doi":"10.22210/govor.2022.39.02","title":"Students’ identification of different English varieties","year":2022,"lang":"en","type":"article","venue":"Govor/Speech","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","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":"Variety (cybernetics); Psychology; Stress (linguistics); Active listening; Closeness; Linguistics; Paraphrase; Pronunciation; Context (archaeology); Identification (biology); Croatian; Categorization; Paragraph; Set (abstract data type); Communication; Computer science; Artificial intelligence; Mathematics","score_opus":0.017954709142239546,"score_gpt":0.22760606048723359,"score_spread":0.20965135134499405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392526324","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":[0.9990528,0.000034594523,0.000052037638,0.00001402543,0.0000028730663,0.000003676317,0.00000981513,0.000002431733,0.00082772213],"genre_scores_gemma":[0.9990232,0.000050509578,0.00007905123,0.00001383114,0.0000017329343,0.0000030220922,0.000020884338,0.0000014898847,0.000806248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994129,0.0000931548,0.000059652393,0.00012591817,0.00020803284,0.000100312616],"domain_scores_gemma":[0.99767274,0.000538274,0.00058579457,0.00016793591,0.0006619943,0.0003732895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008129269,0.00031151678,0.0003125026,0.0008213295,0.00039642624,0.0017218449,0.00027399138,0.00050195405,0.0034658764],"category_scores_gemma":[0.003663204,0.00017163552,0.00025291753,0.0002790635,0.00042976608,0.0008756459,0.0010294023,0.0005821261,0.0013407584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044461104,0.0008122441,0.8614455,0.00011434412,0.00003706274,0.0006964753,0.048967678,0.00012386809,0.023319915,0.00022291385,0.0004654596,0.063349836],"study_design_scores_gemma":[0.000015911737,0.0009207902,0.9277259,0.00007543004,0.000047160753,0.0010548417,0.05841225,0.00045184928,0.008239003,0.0003192476,0.0026848358,0.000052707488],"about_ca_topic_score_codex":0.00093264837,"about_ca_topic_score_gemma":0.0011492332,"teacher_disagreement_score":0.0034658764,"about_ca_system_score_codex":0.00017738061,"about_ca_system_score_gemma":0.00022383065,"threshold_uncertainty_score":0.011594534},"labels":[],"label_agreement":null},{"id":"W4392670233","doi":"10.22210/govor.2019.36.02","title":"More artful methods: Techniques of narrative in argumentation","year":2019,"lang":"en","type":"article","venue":"Govor/Speech","topic":"Rhetoric and Communication Studies","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":"University of Windsor","funders":"","keywords":"Narrative; Persuasion; Argumentative; Argumentation theory; Argument (complex analysis); Epistemology; Power (physics); Psychology; Sociology; Aesthetics; Linguistics; Social psychology; Philosophy","score_opus":0.040965671564079646,"score_gpt":0.3488915308543228,"score_spread":0.30792585929024313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392670233","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010201472,0.019570984,0.6568839,0.02210259,0.0017914269,0.00034459366,0.00010500767,0.0005702745,0.2884297],"genre_scores_gemma":[0.50102717,0.01113616,0.42096668,0.003228624,0.001968722,0.0013429545,0.0001535875,0.000799398,0.059376653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97808963,0.01907387,0.0003649199,0.0007933491,0.0013470442,0.00033116498],"domain_scores_gemma":[0.97919035,0.016998095,0.00085481495,0.0021126398,0.00043275979,0.00041147516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015734252,0.0013793986,0.00080593734,0.004841477,0.0053613377,0.016691644,0.0026291232,0.0035621924,0.010285752],"category_scores_gemma":[0.018076554,0.0006681682,0.0015792134,0.0034159755,0.042954236,0.022869991,0.007365986,0.0057265637,0.0018597374],"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":[0.000015030365,0.000010362958,0.000042961132,0.0001311534,0.0000079581605,0.000047566067,0.018863345,0.0001623106,0.00014985546,0.9684047,0.0019013251,0.01026347],"study_design_scores_gemma":[0.0000231549,0.000019692243,0.000080178135,0.0002816613,0.000009646638,0.00017613027,0.006071145,0.0009110374,0.00035597145,0.81070524,0.18134904,0.000017076693],"about_ca_topic_score_codex":0.00088162883,"about_ca_topic_score_gemma":0.0013006998,"teacher_disagreement_score":0.016691644,"about_ca_system_score_codex":0.0038845467,"about_ca_system_score_gemma":0.0018496423,"threshold_uncertainty_score":0.08321166},"labels":[],"label_agreement":null},{"id":"W4405352085","doi":"10.22210/govor.2024.41.12","title":"The 4th International Rhetoric Workshop (Borders and Crossroads)","year":2024,"lang":"en","type":"article","venue":"Govor/Speech","topic":"European and International Law Studies","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":"University of Northern British Columbia","funders":"","keywords":"Rhetoric; Political science; Media studies; Sociology; Philosophy; Linguistics","score_opus":0.024352135365216725,"score_gpt":0.3412043742606857,"score_spread":0.316852238895469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405352085","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":[0.023570858,0.032394443,0.0110124685,0.30056506,0.07493574,0.00034289673,0.0007992312,0.00040000546,0.5559793],"genre_scores_gemma":[0.21439146,0.009172649,0.011425833,0.038668647,0.010930482,0.0008349542,0.0015668072,0.001100308,0.7119089],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99353784,0.0031237465,0.0001827845,0.0005740353,0.0013118293,0.0012697262],"domain_scores_gemma":[0.9956707,0.0013972818,0.00020879236,0.00042395023,0.00091481424,0.0013845859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011415573,0.0005765191,0.0005139548,0.0015657352,0.006543628,0.014856439,0.0016456838,0.00578406,0.03406184],"category_scores_gemma":[0.010042902,0.0005129669,0.0009452961,0.0011241763,0.0042089056,0.00690293,0.010549808,0.00752206,0.007579504],"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":[0.00013187848,0.00015688373,0.00043151958,0.00018500924,0.000011317485,0.00031752887,0.0095840115,0.0002076056,0.0014305332,0.13218944,0.77408874,0.08126548],"study_design_scores_gemma":[0.000007079504,0.000016983478,0.00041807193,0.00023721557,0.0000028746172,0.000032114476,0.0022506677,0.000041388277,0.00039029718,0.007158923,0.9894354,0.000009072915],"about_ca_topic_score_codex":0.0044319956,"about_ca_topic_score_gemma":0.007469741,"teacher_disagreement_score":0.03406184,"about_ca_system_score_codex":0.0059864786,"about_ca_system_score_gemma":0.008483514,"threshold_uncertainty_score":0.113948226},"labels":[],"label_agreement":null}]}