{"meta":{"query_hash":"0029758b69c1","filters":{"venue":"Recent Progress in Many-Body Theories"},"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/0029758b69c1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Recent+Progress+in+Many-Body+Theories"},"results":[{"id":"W1978448383","doi":"10.1142/9789812777843_0045","title":"COUPLED-CLUSTER APPROACH TO CORRELATION IN SMALL MOLECULES: ENERGY <i>VS.</i> AMPLITUDE CORRECTED METHODS","year":2002,"lang":"en","type":"article","venue":"Recent Progress in Many-Body Theories","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Amplitude; Cluster (spacecraft); Coupled cluster; Energy (signal processing); Correlation; Physics; Statistical physics; Computer science; Molecule; Mathematics; Optics; Quantum mechanics; Computer network","score_opus":0.01546052742287329,"score_gpt":0.28633604618510006,"score_spread":0.27087551876222676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978448383","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040226392,0.0036651546,0.9318698,0.0019865849,0.00066292635,0.00017922968,0.00040860876,0.0013175771,0.01968373],"genre_scores_gemma":[0.6965226,0.004816487,0.26841208,0.0013521299,0.00087563053,0.0009936459,0.00070728775,0.0015458959,0.024774285],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99906033,0.00046177176,0.000031462016,0.000072293486,0.00025440077,0.00011976117],"domain_scores_gemma":[0.9974407,0.0010943918,0.00014825269,0.0005261747,0.000601174,0.00018932897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018246025,0.00088087184,0.0018970852,0.0014260949,0.0017443715,0.0014989711,0.0053382507,0.002420063,0.0038619805],"category_scores_gemma":[0.0037705258,0.0006121446,0.0011769347,0.0024064379,0.0018129874,0.0016728601,0.0017351798,0.0021257813,0.0010867107],"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":[0.00012573296,0.00008644087,0.0002588154,0.00024975112,0.00011692472,0.00015926347,0.00009115047,0.53088367,0.0015033418,0.44581416,0.004869439,0.015841236],"study_design_scores_gemma":[0.000013091185,0.0000058556498,0.000072091665,0.000005942097,0.0000074826858,0.000006745387,0.000007597,0.970616,0.00019045062,0.028525306,0.0005369572,0.000012494817],"about_ca_topic_score_codex":0.014852663,"about_ca_topic_score_gemma":0.012631061,"teacher_disagreement_score":0.014852663,"about_ca_system_score_codex":0.0016040571,"about_ca_system_score_gemma":0.0024644742,"threshold_uncertainty_score":0.029532433},"labels":[],"label_agreement":null},{"id":"W3118907155","doi":"10.1142/9789812792754_0055","title":"BOSONS IN A LATTICE: EXCITON-PHONON CONDENSATE","year":2000,"lang":"en","type":"article","venue":"Recent Progress in Many-Body Theories","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","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":"Université de Montréal","funders":"","keywords":"Phonon; Exciton; Boson; Condensed matter physics; Lattice (music); Physics; Materials science; Quantum mechanics","score_opus":0.009878869503436421,"score_gpt":0.272117953549599,"score_spread":0.2622390840461626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118907155","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":[0.8796407,0.005364169,0.030134737,0.0074667903,0.0016630825,0.00006886793,0.00024727132,0.00031846363,0.07509595],"genre_scores_gemma":[0.9802932,0.001248163,0.00528723,0.00037502465,0.0005595121,0.000048456153,0.00009742109,0.000045327746,0.012045623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997744,0.00005665119,0.000009743849,0.00002279374,0.000083618586,0.000052693344],"domain_scores_gemma":[0.9996896,0.00011302347,0.000027759788,0.000036764384,0.00003107698,0.000101728445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053405797,0.00033272067,0.0007941331,0.0013047688,0.001481736,0.002859616,0.00096476683,0.0015159169,0.006141383],"category_scores_gemma":[0.001206145,0.0003341658,0.00029376664,0.0010718568,0.002981142,0.0022132052,0.001440111,0.00120886,0.0005656074],"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":[0.00009409552,0.00008020105,0.0003980404,0.00007902959,0.0000124578155,0.00017038416,0.00019942888,0.005469912,0.0042792885,0.9849332,0.0015868946,0.0026971176],"study_design_scores_gemma":[0.00015663094,0.00003824098,0.0006641913,0.000024515342,0.000013743352,0.00019633147,0.00022534796,0.063920416,0.002085091,0.9291573,0.0034761317,0.000041967796],"about_ca_topic_score_codex":0.0009995655,"about_ca_topic_score_gemma":0.0012225128,"teacher_disagreement_score":0.006141383,"about_ca_system_score_codex":0.00065463735,"about_ca_system_score_gemma":0.0006709945,"threshold_uncertainty_score":0.020545006},"labels":[],"label_agreement":null},{"id":"W4232510522","doi":"10.1142/9789812772893_0014","title":"CAN INCOMMENSURATION STABILIZE A SUPERFLUID PHASE OF <i>PARA</i>-HYDROGEN?","year":2006,"lang":"en","type":"article","venue":"Recent Progress in Many-Body Theories","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","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":"University of Alberta","funders":"","keywords":"Superfluidity; Computer science; Phase (matter); Hydrogen; Physics; Condensed matter physics; Quantum mechanics","score_opus":0.011785450284162838,"score_gpt":0.2939139478643223,"score_spread":0.28212849758015945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232510522","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":[0.90923375,0.0023786393,0.019418426,0.012655058,0.0018338484,0.00004046541,0.00014987538,0.00055291463,0.053736925],"genre_scores_gemma":[0.995719,0.00048495652,0.0008762121,0.00052854064,0.00016719244,0.00002214998,0.000054101143,0.00006260682,0.0020852224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99986506,0.000018117882,0.000004030074,0.000022785895,0.000031494685,0.00005850755],"domain_scores_gemma":[0.99968314,0.00010420467,0.000056909284,0.00007153534,0.00003222764,0.000051995492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034504608,0.00024607513,0.000462308,0.00027493213,0.0017546444,0.0011440384,0.0010881516,0.0011585525,0.009592381],"category_scores_gemma":[0.0014533112,0.0002628641,0.00023330773,0.00018444817,0.0024477388,0.0030752644,0.0012392375,0.0010375051,0.0006867674],"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":[0.00024157565,0.0000867713,0.0015835274,0.00029602193,0.000030244984,0.00046119175,0.0006010931,0.005152564,0.03992457,0.9365178,0.004700124,0.010404541],"study_design_scores_gemma":[0.000072856514,0.0001456963,0.0011828864,0.000036840458,0.000015980508,0.00019685016,0.00074653,0.024913244,0.026269011,0.9367855,0.009583135,0.000051398612],"about_ca_topic_score_codex":0.0006867942,"about_ca_topic_score_gemma":0.0007177517,"teacher_disagreement_score":0.009592381,"about_ca_system_score_codex":0.00046892153,"about_ca_system_score_gemma":0.00046162173,"threshold_uncertainty_score":0.03208971},"labels":[],"label_agreement":null},{"id":"W4235529428","doi":"10.1142/9789812777843_0038","title":"EXCITON-PHONON PACKETS WITH BOSE-EINSTEIN CONDENSATE","year":2002,"lang":"en","type":"article","venue":"Recent Progress in Many-Body Theories","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","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":"Université de Montréal","funders":"","keywords":"Bose–Einstein condensate; Phonon; Exciton; Physics; Condensed matter physics; Network packet; Computer science; Computer network","score_opus":0.011609821803120765,"score_gpt":0.252432745296185,"score_spread":0.24082292349306422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235529428","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":[0.7941423,0.0038221367,0.14284761,0.0029562858,0.0010080962,0.00012970451,0.00014757081,0.0002911892,0.054655068],"genre_scores_gemma":[0.95686316,0.002416527,0.020911887,0.00038499883,0.0005420962,0.0001050145,0.00016719321,0.00009752116,0.018511543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995559,0.00017056675,0.000022424563,0.000051435447,0.000116575604,0.00008315519],"domain_scores_gemma":[0.9992478,0.00037375692,0.00008400789,0.00012725609,0.00006609185,0.00010113928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010972599,0.0006512279,0.0008573144,0.0011210467,0.0011962925,0.0023684879,0.0015233764,0.0019868843,0.0036408873],"category_scores_gemma":[0.0023673489,0.00048178402,0.0005219123,0.0014017439,0.0029186932,0.003378821,0.001646791,0.0015380577,0.0005885827],"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":[0.00007479208,0.000063410655,0.0003943454,0.000077894976,0.000012845117,0.00019506206,0.00016572457,0.0071927155,0.004292817,0.98316956,0.000786783,0.0035740754],"study_design_scores_gemma":[0.0001025086,0.000059183665,0.0008596494,0.000033786087,0.000023917768,0.0003396131,0.000114089074,0.22187683,0.007295656,0.7661465,0.003086345,0.00006202378],"about_ca_topic_score_codex":0.00031830318,"about_ca_topic_score_gemma":0.00026211108,"teacher_disagreement_score":0.0036408873,"about_ca_system_score_codex":0.0006177126,"about_ca_system_score_gemma":0.00055006763,"threshold_uncertainty_score":0.012179971},"labels":[],"label_agreement":null}]}