{"meta":{"query_hash":"54b757975ddc","filters":{"venue":"American Concrete Institute eBooks"},"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/54b757975ddc","api":"https://metacan.xera.ac/api/v1/cohort?venue=American+Concrete+Institute+eBooks"},"results":[{"id":"W2773579727","doi":"","title":"Shrinkage compensating concrete : past, present, and future : held at the ACI fall 2012 convention : Toronto, Ontario, Canada, 21-25 October 2012","year":2012,"lang":"en","type":"book","venue":"American Concrete Institute eBooks","topic":"Construction Engineering and Safety","field":"Engineering","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":"Shrinkage; Forensic engineering; Convention; Engineering; History; Civil engineering; Political science; Law; Composite material; Materials science","score_opus":0.006561844559461487,"score_gpt":0.18555032932170581,"score_spread":0.17898848476224433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773579727","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":[0.004992458,0.090144426,0.006900604,0.010743379,0.012445945,0.00017371449,0.0012798995,0.00063078006,0.87268883],"genre_scores_gemma":[0.0053340276,0.00932645,0.0010473586,0.00033466477,0.00048374973,0.00001664834,0.00022908495,0.00006326364,0.9831648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983335,0.000007822639,0.0000056517215,0.000019127443,0.00012131348,0.0000127839085],"domain_scores_gemma":[0.9998229,0.000016909782,0.000009852003,0.000010775926,0.00011813225,0.00002139118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000381257,0.0006083881,0.00042492288,0.0008490838,0.001469394,0.0013983212,0.0006467005,0.0010341785,0.03733483],"category_scores_gemma":[0.00034859494,0.0002969098,0.00020783673,0.0010531909,0.0007091059,0.0009893209,0.0005091087,0.0009891635,0.009518232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037613147,0.00002996863,0.00013830527,0.00018554262,0.0000017206605,0.000046884343,0.00018247732,0.00074916653,0.002122865,0.014195974,0.821959,0.1603505],"study_design_scores_gemma":[0.0000021674982,0.00001557995,0.0006699064,0.00010305297,0.000001486681,0.000052086627,0.000076641794,0.00012091727,0.00034169687,0.0010363247,0.99757487,0.0000053173467],"about_ca_topic_score_codex":0.07663849,"about_ca_topic_score_gemma":0.40616292,"teacher_disagreement_score":0.92336154,"about_ca_system_score_codex":0.0027090362,"about_ca_system_score_gemma":0.0033094187,"threshold_uncertainty_score":0.15238482},"labels":[],"label_agreement":null},{"id":"W563513179","doi":"","title":"Reinforced concrete columns with high strength concrete and steel reinforcement 2012 : Toronto, Ontario, Canada 21-25 October 2012","year":2012,"lang":"en","type":"book","venue":"American Concrete Institute eBooks","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","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":"Reinforcement; Reinforced concrete; Forensic engineering; Engineering; Structural engineering; Geotechnical engineering","score_opus":0.007071622707660058,"score_gpt":0.1889952518935116,"score_spread":0.18192362918585153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W563513179","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":[0.0034051947,0.04758918,0.011537551,0.0044653104,0.006234629,0.00030176004,0.0070228223,0.0014903202,0.9179532],"genre_scores_gemma":[0.0020717029,0.0033461696,0.00075321813,0.000050613373,0.00009573948,0.000009895353,0.0005765634,0.000119040786,0.99297696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995957,0.0000126649475,0.000009448879,0.000056937584,0.00027914348,0.000046059577],"domain_scores_gemma":[0.99951935,0.000017123875,0.000015371275,0.000023581984,0.0003418321,0.000082712875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044647537,0.0014780563,0.00076111726,0.0016506872,0.0024536967,0.0021498257,0.0011511155,0.0010534729,0.14732984],"category_scores_gemma":[0.0004182792,0.00064572436,0.00041546766,0.0027314683,0.0009282588,0.0011757722,0.0008261884,0.0009825124,0.057446487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027397879,0.000017045737,0.00025219575,0.00020913902,0.00000358834,0.00008207672,0.00015942506,0.000843661,0.0012355105,0.0030863855,0.8758548,0.11822882],"study_design_scores_gemma":[0.0000027095236,0.000012403783,0.0011722447,0.000089055415,0.0000038201842,0.000065576285,0.00007705295,0.00025932686,0.00061196904,0.00046604683,0.99723274,0.000007040185],"about_ca_topic_score_codex":0.5463199,"about_ca_topic_score_gemma":0.9261342,"teacher_disagreement_score":0.5463199,"about_ca_system_score_codex":0.013677045,"about_ca_system_score_gemma":0.01060576,"threshold_uncertainty_score":0.9127038},"labels":[],"label_agreement":null},{"id":"W611127012","doi":"","title":"Recent development in reinforced concrete slab analysis, design, and serviceability 2011 : held at the ACI fall 2011 convention : Toronto, Ontario, Canada, 21-25 October 2011","year":2011,"lang":"en","type":"book","venue":"American Concrete Institute eBooks","topic":"BIM and Construction Integration","field":"Engineering","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":"Serviceability (structure); Engineering; Reinforced concrete; Forensic engineering; Slab; Convention; Civil engineering; Structural engineering; Political science; Law","score_opus":0.013164994547003622,"score_gpt":0.1920291310832172,"score_spread":0.17886413653621358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W611127012","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":[0.004631413,0.11836313,0.20668374,0.009710085,0.0067265374,0.00018902426,0.0020842948,0.0018803547,0.6497314],"genre_scores_gemma":[0.017127488,0.08228406,0.08319378,0.00078134035,0.0011197896,0.00011029404,0.002342792,0.00065742113,0.81238306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929464,0.00007018976,0.000026352707,0.00006153269,0.00051381876,0.00003352677],"domain_scores_gemma":[0.998628,0.00033309855,0.00003659717,0.00008404037,0.00085157825,0.000066822366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015313129,0.0009076072,0.00053257437,0.0014860987,0.0007858082,0.0021071485,0.0010205791,0.00083033496,0.02139207],"category_scores_gemma":[0.0015588313,0.00062015955,0.00033702108,0.004063183,0.000943903,0.0013889498,0.00095393514,0.0011881002,0.007352641],"study_design_candidate":"not_applicable","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":[0.000018255882,0.000056076497,0.00028206597,0.00062574114,0.0000055248383,0.000049324834,0.0002610599,0.004922091,0.0018320256,0.05838385,0.44544938,0.48811457],"study_design_scores_gemma":[0.0000018017378,0.000012042514,0.0005598986,0.00016465086,0.0000041428016,0.00008356388,0.00008160695,0.0021750734,0.00079920416,0.008695607,0.9874133,0.000009105749],"about_ca_topic_score_codex":0.042495303,"about_ca_topic_score_gemma":0.1625752,"teacher_disagreement_score":0.9575047,"about_ca_system_score_codex":0.0030128146,"about_ca_system_score_gemma":0.004108495,"threshold_uncertainty_score":0.0844959},"labels":[],"label_agreement":null},{"id":"W657900759","doi":"","title":"The economics, performance, and sustainability of internally cured concrete : held at the ACI fall 2011 convention : Toronto, Ontario, Canada, 21-25 October 2011","year":2011,"lang":"en","type":"book","venue":"American Concrete Institute eBooks","topic":"BIM and Construction Integration","field":"Engineering","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":"Convention; Sustainability; Engineering; Economic history; Agricultural economics; Environmental science; Political science; History; Economics; Law; Ecology; Biology","score_opus":0.005629670904393101,"score_gpt":0.1749865234501705,"score_spread":0.1693568525457774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W657900759","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":[0.038821343,0.10547261,0.0075634895,0.0671661,0.0017351869,0.00005129288,0.001329564,0.00018125845,0.77767915],"genre_scores_gemma":[0.13203871,0.02468173,0.0017216514,0.0007946802,0.000430299,0.000024609699,0.0003536189,0.00008086736,0.83987385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997813,0.000021823975,0.0000035593719,0.000016348708,0.00014950678,0.000027447793],"domain_scores_gemma":[0.99978274,0.00006015248,0.00001650671,0.0000141283135,0.00009881149,0.000027772332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005964212,0.00037272385,0.00021671798,0.0005094235,0.0012156587,0.0021527226,0.00039225296,0.0008973436,0.009137019],"category_scores_gemma":[0.0008024696,0.00027248825,0.00013348898,0.00088410795,0.0016346858,0.0010189887,0.00056878995,0.00091561285,0.0012213982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050527826,0.000042251166,0.0018453813,0.00013408608,0.000011842658,0.00010675257,0.0010864615,0.004952551,0.002131781,0.12548709,0.75891346,0.10523786],"study_design_scores_gemma":[0.000009005624,0.000032768654,0.019625284,0.00034052212,0.000016757753,0.000116648356,0.0014812112,0.0016316369,0.0024308637,0.05012825,0.92413497,0.000052123512],"about_ca_topic_score_codex":0.3219475,"about_ca_topic_score_gemma":0.7881015,"teacher_disagreement_score":0.67805254,"about_ca_system_score_codex":0.010427309,"about_ca_system_score_gemma":0.009112294,"threshold_uncertainty_score":0.6401471},"labels":[],"label_agreement":null}]}