{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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","author_layer_release":"2026-06-26"},"query_hash":"40e1f41e41b0","filters":{"venue":"Physical chemistry in action"}},"results":[{"id":"W4285127065","doi":"10.1007/978-3-031-04398-7","title":"Aryl Diazonium Salts and Related Compounds","year":2022,"lang":"en","type":"book","venue":"Physical chemistry in action","topic":"Chemical Reactions and Mechanisms","field":"Chemistry","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université du Québec à Montréal","funders":"","keywords":"Aryl; Diazonium Compounds; Chemistry; Organic chemistry","authors":[{"name":"Mohamed M. Chehimi","is_ca":true},{"name":"Jean Pinson","is_ca":true},{"name":"Fatima Mousli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01356368498956854,"gpt":0.2522902064156047,"spread":0.2387265214260361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005459781,0.0003804726,0.0004611335,0.00003332477,0.000105558,0.00003448573,0.0001822763,0.000445424,0.002824055],"category_scores_gemma":[0.00004444682,0.0004386341,0.0001807803,0.0001012311,0.00008935757,0.00008509094,0.0001849914,0.001875571,0.00002580607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057231,"about_ca_system_score_gemma":0.0001464181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002025308,"about_ca_topic_score_gemma":0.000001358923,"domain_scores_codex":[0.9983631,0.000005189063,0.0003227947,0.0006406137,0.0003647183,0.00030358],"domain_scores_gemma":[0.99901,0.0001798118,0.0002251044,0.0004002165,0.00002821236,0.0001566284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004718294,0.000244907,0.000003725173,0.0005586792,0.00005223605,0.0000265212,0.00006057773,0.000007498164,0.9935117,0.0003406153,0.002911183,0.002235207],"study_design_scores_gemma":[0.0007628826,0.0000162467,0.000007065731,0.0001892525,0.0001169801,0.0001063768,0.00008922568,0.0006198115,0.7412682,0.01944241,0.2367032,0.000678371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.171014,0.0001135246,0.000001241864,0.00008108151,0.0001524565,0.0000750035,0.0000967144,0.0001831093,0.8282828],"genre_scores_gemma":[0.4404056,0.0001903519,0.000006517038,0.00001640147,0.0006452195,0.00008619023,0.001513995,0.0000855454,0.5570502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2712327,"threshold_uncertainty_score":0.9998065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285177389","doi":"10.1007/978-3-031-04398-7_22","title":"Diazonium Salts and Related Compounds in Electrochemical Energy Storage and Conversion","year":2022,"lang":"en","type":"book-chapter","venue":"Physical chemistry in action","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Electrochemistry; Electrochemical energy storage; Lithium (medication); Electrochemical energy conversion; Nanotechnology; Materials science; Energy storage; Battery (electricity); Surface modification; Chemistry; Chemical engineering; Electrode; Supercapacitor; Engineering","authors":[{"name":"Daniel Bélanger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0108068315665959,"gpt":0.2190299619945929,"spread":0.208223130427997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001014,0.0002094285,0.0003114426,0.00004261575,0.00005454293,0.00003622179,0.00008368459,0.0002131869,0.0004897037],"category_scores_gemma":[0.00001419636,0.0002313587,0.00003268735,0.00003988245,0.0001116292,0.0001442985,0.00009534245,0.0003249969,0.000005953324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310299,"about_ca_system_score_gemma":0.00002649826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008848168,"about_ca_topic_score_gemma":0.000002491852,"domain_scores_codex":[0.9989179,0.00002550458,0.0002329481,0.0004515958,0.0001999987,0.0001719901],"domain_scores_gemma":[0.9995766,0.00007434101,0.000117233,0.0001535006,0.00001777377,0.00006055626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000790035,0.00004524719,0.00001386557,0.00009459173,0.000003499592,0.000006636862,0.00008693252,0.000001825428,0.9982195,0.001288945,0.00004038957,0.0001195347],"study_design_scores_gemma":[0.0005405099,0.00004541503,0.0001984401,0.00006995098,0.0000224177,0.00003660895,0.00003126808,0.0005154277,0.9866201,0.005405679,0.006151568,0.00036267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792954,0.0001207126,0.000002719563,0.0000671692,0.0001658739,0.00007144475,0.00001812503,0.0000415675,0.02021697],"genre_scores_gemma":[0.995847,0.0002698906,0.000006082822,0.00001605676,0.0001876332,0.00002119847,0.0001736377,0.00002641612,0.003452017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676495,"threshold_uncertainty_score":0.9434535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285218343","doi":"10.1007/978-3-031-04398-7_14","title":"Diazonium Salts and Related Compounds for Biomedical Applications","year":2022,"lang":"en","type":"book-chapter","venue":"Physical chemistry in action","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Biomolecule; Biomaterial; Nanotechnology; Surface modification; Drug delivery; Chemistry; Materials science","authors":[{"name":"Ahmed Saad","is_ca":true},{"name":"Marta Cerruti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007924200095714285,"gpt":0.2266538594612249,"spread":0.2187296593655106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002271982,0.0001633808,0.0001805564,0.00004017923,0.00006245986,0.00001188232,0.0000613653,0.0001761019,0.000156041],"category_scores_gemma":[0.000004047059,0.0001844731,0.00007655904,0.00004495847,0.00005156144,0.00002747027,0.00002592049,0.0004251155,0.000003533949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298006,"about_ca_system_score_gemma":0.00001306232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000228352,"about_ca_topic_score_gemma":5.784574e-7,"domain_scores_codex":[0.9994087,0.000002254063,0.0001509627,0.0002125318,0.0001148556,0.0001106733],"domain_scores_gemma":[0.9996971,0.0000438704,0.00003746925,0.0001533888,0.00001265964,0.00005553779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007806103,0.0002071354,0.000005022517,0.002436715,0.0004222264,0.0000137425,0.0001434233,0.002034895,0.8966224,0.04443279,0.009030116,0.04457353],"study_design_scores_gemma":[0.0004568262,0.00002734462,0.00002361182,0.00003321535,0.00008285914,0.00003016019,0.00000821228,0.00758633,0.0142364,0.02546269,0.9516629,0.0003894651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02163488,0.001442584,0.004294802,0.0003934452,0.001170473,0.00206538,0.0008830804,0.001078297,0.9670371],"genre_scores_gemma":[0.9609823,0.0003805272,0.000128957,0.00001634487,0.000846862,0.0006363814,0.002431638,0.0001476931,0.03442933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9426328,"threshold_uncertainty_score":0.7522597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W11962844","doi":"10.1007/978-3-642-45290-1_9","title":"The Dynamics of Quantum Computing in Molecules","year":2013,"lang":"en","type":"book-chapter","venue":"Physical chemistry in action","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Quantum computer; Quantum algorithm; Quantum network; Computer science; Open quantum system; Quantum technology; Quantum; Quantum error correction; Quantum information; Quantum simulator; Initialization; Quantum process; Quantum dynamics; Theoretical computer science; Physics; Quantum mechanics","authors":[{"name":"Alex Brown","is_ca":true},{"name":"Ryan R. Zaari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131129492519206,"gpt":0.2674254276198155,"spread":0.2543124783678949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003881229,0.0002091773,0.0003191003,0.00001197873,0.00005168991,0.00001664924,0.0001448292,0.00008066535,0.00007584391],"category_scores_gemma":[0.000006394911,0.0001686952,0.0001292878,0.0000362894,0.0001279691,0.00003121873,0.000075372,0.000536066,0.00001200419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202946,"about_ca_system_score_gemma":0.00001792727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001364056,"about_ca_topic_score_gemma":0.000006274121,"domain_scores_codex":[0.9991651,0.000005885647,0.0002735311,0.0002209549,0.0001427251,0.0001917598],"domain_scores_gemma":[0.9993872,0.0001786644,0.0002100339,0.0001653619,0.00003248499,0.00002626127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006530196,0.0003443483,0.0008044552,0.0002827624,0.0001745462,0.000002053169,0.0001608804,0.000317626,0.0817964,0.8986,0.0003409277,0.0171107],"study_design_scores_gemma":[0.0008311108,0.00004956402,0.0006170244,0.0007467889,0.00007971628,8.96074e-7,0.0005535819,0.2345014,0.2494201,0.5093379,0.002897488,0.0009643941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4995315,0.0001013718,0.0005275927,0.0002019671,0.00009677118,0.000214668,0.00004474546,0.0000235793,0.4992578],"genre_scores_gemma":[0.9915212,0.00001955824,0.00001051878,0.000002643204,0.0003378986,0.00001048741,0.00006978879,0.00002037327,0.00800748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4919898,"threshold_uncertainty_score":0.687919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}