{"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":"96f13324c0e0","filters":{"venue":"Mushroom Research"}},"results":[{"id":"W3207661130","doi":"10.36036/mr.29.2.2020.113703","title":"Status and trends in world mushroom production-III-World Production of Different Mushroom Species in 21st Century","year":2021,"lang":"en","type":"article","venue":"Mushroom Research","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mushroom; Flammulina; Agaricus bisporus; Lentinula; Volvariella volvacea; Pleurotus; Agaricus; Pleurotus eryngii; Biology; Oyster; China; Horticulture; Botany; Pleurotus ostreatus; Geography; Ecology","authors":[{"name":"Manjit Singh","is_ca":false},{"name":"Shwet Kamal","is_ca":false},{"name":"VP Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07825345621298578,"gpt":0.372124551948521,"spread":0.2938710957355352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008990121,0.0002187985,0.0005067427,0.001862245,0.0001600759,0.00002757548,0.000126763,0.0001290002,0.0007762918],"category_scores_gemma":[0.0004946339,0.0001912825,0.00007324925,0.004100216,0.0005665287,0.0001157182,0.0002035005,0.001134149,0.00001782784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160171,"about_ca_system_score_gemma":0.0001788019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004198113,"about_ca_topic_score_gemma":0.02050308,"domain_scores_codex":[0.9968783,0.000362521,0.0005721393,0.0008950136,0.0005574965,0.0007344856],"domain_scores_gemma":[0.9984592,0.0002233453,0.00008008077,0.0007151873,0.0003365593,0.0001855967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001016046,0.003187213,0.63314,0.0005704706,0.0001137101,0.0001015469,0.003016301,0.00002664254,0.2696893,0.007979788,0.01213453,0.06902453],"study_design_scores_gemma":[0.001339381,0.0001409151,0.8845419,0.0002781391,0.00002080366,0.00002340984,0.002326862,0.00002386992,0.0706303,0.0004585951,0.04003302,0.0001828271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721909,0.00196298,8.546741e-7,0.01417144,0.0003974517,0.0006334592,0.00001781979,0.00003459728,0.0105905],"genre_scores_gemma":[0.9669701,0.001963673,0.000147146,0.00005774844,0.0004358092,0.0001774603,0.0002099816,0.00002574961,0.03001227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2514019,"threshold_uncertainty_score":0.9973702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211049190","doi":"10.36036/mr.30.2.2021.119394","title":"Species and region-wise mushroom production in leading mushroom producing countries - China, Japan, USA, Canada and India","year":2022,"lang":"en","type":"article","venue":"Mushroom Research","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mushroom; China; Geography; Biology; Botany; Archaeology","authors":[{"name":"Manjit Singh","is_ca":false},{"name":"Shwet Kamal","is_ca":false},{"name":"Ved P. Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05046678315906018,"gpt":0.3203388586304227,"spread":0.2698720754713625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001605037,0.000180953,0.0003255104,0.0004230002,0.001145129,0.00005009861,0.0001595133,0.0000869354,0.0003238173],"category_scores_gemma":[0.0006603249,0.000172984,0.00002323822,0.0009381642,0.0005284442,0.0001310727,0.000347958,0.001231306,0.000009038587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005593606,"about_ca_system_score_gemma":0.0008007809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1815544,"about_ca_topic_score_gemma":0.2835267,"domain_scores_codex":[0.997356,0.0002925666,0.0003102647,0.0008046046,0.0006253849,0.0006112054],"domain_scores_gemma":[0.9988745,0.0002643698,0.00006709253,0.0004865204,0.0001358968,0.0001715456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003660761,0.0001655734,0.9257426,0.0003275132,0.00004824753,0.0001711403,0.005404854,0.00004154853,0.01256434,0.0009644883,0.05102305,0.003180575],"study_design_scores_gemma":[0.0007314584,0.0002600566,0.9225717,0.00008739305,0.00001811063,0.0003533554,0.003250651,0.00006047525,0.003418408,0.0002117809,0.06882181,0.0002148232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790788,0.00126049,0.000001635101,0.01710719,0.0001918209,0.001009186,0.00002758217,0.00002345971,0.001299829],"genre_scores_gemma":[0.9902642,0.000420647,0.00006914124,0.0003050836,0.0003187611,0.0003518741,0.00007250557,0.00002397351,0.00817384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019723,"threshold_uncertainty_score":0.8807524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315484243","doi":"10.36036/mr.31.2.2022.128339","title":"Training need assessment of mushroom growers and constraints: A study in Nainital district of Uttarakhand","year":2022,"lang":"en","type":"article","venue":"Mushroom Research","topic":"Flowering Plant Growth and Cultivation","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mushroom; Agriculture; Nonprobability sampling; Constraint (computer-aided design); Quarter (Canadian coin); Schedule; Population; Socioeconomics; Agricultural science; Biotechnology; Geography; Business; Medicine; Environmental health; Engineering; Biology; Economics; Food science; Management","authors":[{"name":"Akansha Joshi","is_ca":false},{"name":"Arpita Sharma Kandpal","is_ca":false},{"name":"SK Mishra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1279805446988254,"gpt":0.35444863137433,"spread":0.2264680866755046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001541939,0.00008263779,0.0002029953,0.00008297238,0.0002001502,0.00002265277,0.0002055842,0.00003187524,0.0003467827],"category_scores_gemma":[0.0001481242,0.00004139268,0.0000342978,0.0009080661,0.0002125528,0.00006933738,0.0001953734,0.0003166843,3.40475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005024771,"about_ca_system_score_gemma":0.00004421237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082181,"about_ca_topic_score_gemma":0.0005079974,"domain_scores_codex":[0.9981478,0.0003757135,0.0002853602,0.0002483594,0.0006542181,0.0002885051],"domain_scores_gemma":[0.9992149,0.0005305835,0.00006656442,0.0000518115,0.00007182778,0.00006431668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000220023,0.001255387,0.6167549,0.0000464476,0.00004113406,0.00005861165,0.006039696,0.0000614272,0.2412056,0.0004466812,0.0001402847,0.1337298],"study_design_scores_gemma":[0.0006527836,0.001683398,0.9154041,0.00001907869,0.000003624272,0.000006339297,0.08100897,0.0004852921,0.0003102878,0.00009693861,0.0002317984,0.00009740184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980613,0.00003715493,0.000002715967,0.0001711697,0.00004009827,0.0004432774,0.0001050458,0.000009288497,0.00112997],"genre_scores_gemma":[0.9997983,0.000006129853,0.00003639384,0.000008219772,0.0000212902,0.00005710189,0.00004721837,9.34312e-7,0.00002442041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2986491,"threshold_uncertainty_score":0.3797027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406435109","doi":"10.36036/mr.33.2.2024.157125","title":"Phosphorus biofortification of Pleurotus floridanus Singer and its effect on fruit body yield and phosphorus bioavailability","year":2024,"lang":"en","type":"article","venue":"Mushroom Research","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrasource; University of Saskatchewan","funders":"","keywords":"Biofortification; Phosphorus; Bioavailability; Yield (engineering); Biology; Agronomy; Horticulture; Chemistry; Micronutrient; Bioinformatics","authors":[{"name":"O.M. Adedokun","is_ca":false},{"name":"Lebatam Bete Nnyam","is_ca":false},{"name":"Jeremiah Kelechi Odiketa","is_ca":true},{"name":"Stuart Whitehall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04706809793530287,"gpt":0.3151190754796104,"spread":0.2680509775443075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002515954,0.0002095023,0.000232655,0.0001597024,0.0002506737,0.0001583278,0.0002564881,0.0001093203,0.0005725188],"category_scores_gemma":[0.000326225,0.000170481,0.00005780819,0.0008189189,0.0004446878,0.0001980629,0.0005655888,0.0004076704,0.0004566882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151798,"about_ca_system_score_gemma":0.00001851391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272433,"about_ca_topic_score_gemma":0.0000222159,"domain_scores_codex":[0.9972438,0.0001387003,0.0003064457,0.0008504287,0.0009069209,0.0005537109],"domain_scores_gemma":[0.9986485,0.0006114717,0.00004090151,0.0004728665,0.00002723688,0.0001990011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001526486,0.0008658623,0.137957,0.001032995,0.0001521582,0.0001813943,0.001659947,0.00004577568,0.2209738,0.003687559,0.03284405,0.599073],"study_design_scores_gemma":[0.0006866292,0.002936145,0.2835848,0.0002929594,0.0000508573,0.000009174277,0.0001338343,0.007159028,0.526562,0.001199707,0.1768828,0.0005020955],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876212,0.004086006,0.00001335571,0.0006820643,0.0002242008,0.0009657885,0.00002606713,0.00006094385,0.006320317],"genre_scores_gemma":[0.9971576,0.00145087,0.00002412794,0.00004401842,0.00004005171,0.00009759775,0.000006576244,0.0000257929,0.001153417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985709,"threshold_uncertainty_score":0.6952013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}