{"meta":{"query_hash":"97cadd3cc5cd","filters":{"venue":"Construction Machinery Technology & Management"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/97cadd3cc5cd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Construction+Machinery+Technology+%26+Management"},"results":[{"id":"W2359119513","doi":"","title":"Study of Concrete Machinery Market and Small & Medium Enterprises Strategy","year":2009,"lang":"en","type":"article","venue":"Construction Machinery Technology & Management","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","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":"Real estate; Business; Investment (military); Boss; Quarter (Canadian coin); Industrial organization; Medium term; Commerce; Finance; Engineering; Economics; Geography","score_opus":0.014653541226902808,"score_gpt":0.2108350611463086,"score_spread":0.1961815199194058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2359119513","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":[0.91469884,0.0023568384,0.00093184464,0.0054000197,0.000016654627,0.000033773016,0.00017304443,0.000008993293,0.07637989],"genre_scores_gemma":[0.9943873,0.00050620915,0.000069479946,0.000073939016,0.00001690138,0.0000058246455,0.00003017172,0.0000017433173,0.004908332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99981433,0.000046874335,0.0000040297773,0.00002692827,0.000032307267,0.000075568445],"domain_scores_gemma":[0.99902,0.00043544997,0.00018969711,0.0000137801435,0.000087584274,0.00025348982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040276753,0.000088311936,0.00017365438,0.0005991314,0.0005461484,0.0021565855,0.0003182534,0.00064161693,0.0070035174],"category_scores_gemma":[0.0011428664,0.00007784942,0.00019247508,0.00066790904,0.00082856184,0.0030913549,0.00044505592,0.00063995214,0.0002770857],"study_design_candidate":"observational","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":[0.00030172724,0.0005874064,0.14082086,0.00015578346,0.0000722629,0.0029549159,0.0043135933,0.0042779357,0.0015590036,0.7899136,0.01282641,0.042216625],"study_design_scores_gemma":[0.00012124003,0.0007957631,0.5579481,0.00021161641,0.00008767983,0.0010761167,0.051750824,0.059653446,0.001921325,0.21404006,0.11228533,0.000108446635],"about_ca_topic_score_codex":0.00917106,"about_ca_topic_score_gemma":0.011475741,"teacher_disagreement_score":0.00917106,"about_ca_system_score_codex":0.0022362852,"about_ca_system_score_gemma":0.0010396047,"threshold_uncertainty_score":0.023429096},"labels":[],"label_agreement":null},{"id":"W2387629270","doi":"","title":"Analysis and Forecast of China Excavator Market for the First Quarter of 2012","year":2012,"lang":"en","type":"article","venue":"Construction Machinery Technology & Management","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":0,"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":"Excavator; Quarter (Canadian coin); China; Econometrics; Environmental science; Economics; Engineering; Geography; Civil engineering; Archaeology","score_opus":0.007971771976333435,"score_gpt":0.21778821603684106,"score_spread":0.20981644406050762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387629270","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":[0.965474,0.0008485283,0.0018441598,0.0008215564,0.00006330199,0.000041545267,0.023730991,0.00021994764,0.0069558513],"genre_scores_gemma":[0.97411,0.0007029454,0.00043912872,0.0000682373,0.000047620964,0.00003537972,0.016407447,0.000018271554,0.008170938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997656,0.000012706033,0.00001640408,0.00005011263,0.00009378938,0.0000614175],"domain_scores_gemma":[0.9990006,0.00018494575,0.00030684756,0.000027549751,0.00036261973,0.00011733085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041692075,0.0005802723,0.0004492105,0.0027501946,0.00034429476,0.0012012137,0.0006416741,0.0008949187,0.0049023665],"category_scores_gemma":[0.0011495458,0.0004975171,0.0007216316,0.0023578866,0.00024393026,0.0015707472,0.0003541692,0.0007374873,0.0010719182],"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":[0.0013017921,0.0003522001,0.71465623,0.00054839096,0.00026814625,0.0018110983,0.00055825803,0.17067708,0.0049261283,0.010337663,0.0544597,0.04010325],"study_design_scores_gemma":[0.000056677574,0.000324048,0.6496896,0.000053381078,0.00015181437,0.00019576872,0.00097243604,0.3298857,0.0020562152,0.0014166285,0.015088867,0.00010888223],"about_ca_topic_score_codex":0.10494714,"about_ca_topic_score_gemma":0.12954614,"teacher_disagreement_score":0.10494714,"about_ca_system_score_codex":0.002654228,"about_ca_system_score_gemma":0.0014860273,"threshold_uncertainty_score":0.20867258},"labels":[],"label_agreement":null},{"id":"W2393432181","doi":"","title":"First-half Year Report:Construction Machinery Listed Companies with Outstanding Performance","year":2009,"lang":"en","type":"article","venue":"Construction Machinery Technology & Management","topic":"Economic Zones and Regional Development","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); Renminbi; China; Investment (military); Business; Annual growth %; Agricultural economics; Annual report; Economics; Finance; Geography; Political science; Exchange rate","score_opus":0.01254986895116383,"score_gpt":0.19371317698213317,"score_spread":0.18116330803096933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393432181","genre_codex":"dataset","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":[0.033749346,0.0024876553,0.001192839,0.0037352317,0.0031910718,0.00053767953,0.88599867,0.0011916321,0.0679159],"genre_scores_gemma":[0.07326579,0.0031130563,0.00093519146,0.001447322,0.0016696561,0.00067921256,0.79928607,0.00021853106,0.11938518],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813724,0.0000703477,0.00027281002,0.00014405558,0.0010565179,0.00031902938],"domain_scores_gemma":[0.9858283,0.00065886264,0.002493634,0.00062112935,0.009443552,0.0009545469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015416009,0.0008291766,0.00040900585,0.006216904,0.00064309017,0.0022428157,0.0009321914,0.00096979487,0.023817273],"category_scores_gemma":[0.0048801857,0.00029895807,0.00036332276,0.00519787,0.00016842425,0.0013003288,0.00090292486,0.00089539343,0.024053685],"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":[0.000118346936,0.00008035568,0.026190598,0.00027106472,0.000019066865,0.00009927137,0.00006424747,0.00019792031,0.00047922073,0.000858009,0.94717383,0.024448061],"study_design_scores_gemma":[0.000036648744,0.00014755012,0.25176415,0.00015875082,0.000027189877,0.00016254075,0.0002154186,0.0005527289,0.001874694,0.00029416627,0.744724,0.000042209085],"about_ca_topic_score_codex":0.017450545,"about_ca_topic_score_gemma":0.01440973,"teacher_disagreement_score":0.023817273,"about_ca_system_score_codex":0.0011251229,"about_ca_system_score_gemma":0.0029422378,"threshold_uncertainty_score":0.07967669},"labels":[],"label_agreement":null}]}