{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"6e6c34859f52","filters":{"venue":"Rhizosphere biology"}},"results":[{"id":"W3080953951","doi":"10.1007/978-981-15-6125-2_13","title":"Inter-Organismal Signaling in the Rhizosphere","year":2020,"lang":"en","type":"book-chapter","venue":"Rhizosphere biology","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":26,"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":"Rhizobia; Holobiont; Rhizosphere; Biology; Plant growth; Microbial inoculant; Plant development; Ecology; Biochemical engineering; Biotechnology; Symbiosis; Botany; Engineering; Bacteria","authors":[{"name":"Mohammed Antar","is_ca":true},{"name":"Parghat Gopal","is_ca":true},{"name":"Levini A. Msimbira","is_ca":true},{"name":"Judith Naamala","is_ca":true},{"name":"Mahtab Nazari","is_ca":true},{"name":"William Overbeek","is_ca":true},{"name":"Rachel Backer","is_ca":true},{"name":"Donald L. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02117809222257107,"gpt":0.2093442407894677,"spread":0.1881661485668966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009168789,0.0004956243,0.0003353628,0.000437249,0.0003264081,0.001512432,0.0005408556,0.0006515591,0.01054616],"category_scores_gemma":[0.00007489914,0.0001936981,0.0002006216,0.0006464716,0.000432079,0.001480479,0.0005429167,0.0008974412,0.005494622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005075478,"about_ca_system_score_gemma":0.000292233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006667252,"about_ca_topic_score_gemma":0.001682608,"domain_scores_codex":[0.9999565,0.000004583592,0.000001204199,0.00001093725,0.0000210601,0.000005655082],"domain_scores_gemma":[0.9999769,0.00001021427,0.000001744073,0.000002442134,0.000004654123,0.000003974263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008562638,0.00007477153,0.0001771381,0.0008818356,0.00001584698,0.0003974627,0.0003637088,0.001208946,0.1646276,0.1951931,0.05758734,0.5793866],"study_design_scores_gemma":[0.000004804163,0.0000405758,0.0006325744,0.0002038559,0.000009968385,0.0006961776,0.0001367764,0.0007543709,0.01173647,0.04386112,0.9419109,0.00001229795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009343234,0.436608,0.02196357,0.002046949,0.00225373,0.00002633454,0.0002278588,0.0002601792,0.5272702],"genre_scores_gemma":[0.05392985,0.2303013,0.01135416,0.001061457,0.0009084262,0.00004817969,0.0003304638,0.0001331581,0.701933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01054616,"threshold_uncertainty_score":0.03528047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081189104","doi":"10.1007/978-981-15-6125-2_1","title":"Bacterial Endophytes: Diversity, Functional Importance, and Potential for Manipulation","year":2020,"lang":"en","type":"book-chapter","venue":"Rhizosphere biology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Microbiome; Obligate; Rhizosphere; Diversity (politics); Facultative; Ecology; Metagenomics; Endophyte; Biotechnology; Botany; Bacteria; Sociology","authors":[{"name":"Micaela Tosi","is_ca":true},{"name":"Jonathan R. Gaiero","is_ca":true},{"name":"Nicola F. Linton","is_ca":true},{"name":"Tolulope Mafa‐Attoye","is_ca":true},{"name":"Anibal H Castillo","is_ca":true},{"name":"Kari E. Dunfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03270058907024513,"gpt":0.2055651406513795,"spread":0.1728645515811344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001341938,0.0003480446,0.0003460324,0.0004569887,0.000166779,0.001207657,0.0003913814,0.0005486157,0.005825768],"category_scores_gemma":[0.0001023119,0.0001788295,0.0001449257,0.0005775735,0.0003720797,0.0009807816,0.0004345356,0.0008459529,0.002876338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254288,"about_ca_system_score_gemma":0.0002196206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003784779,"about_ca_topic_score_gemma":0.001307947,"domain_scores_codex":[0.9999542,0.000004747272,0.000001696205,0.00001029113,0.00002333095,0.000005659568],"domain_scores_gemma":[0.9999595,0.0000216568,0.000002932047,0.000002744539,0.00000748247,0.000005647978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009986645,0.00008260403,0.0004671427,0.0008582696,0.00001208536,0.0004055344,0.00030416,0.0006007414,0.1633786,0.07916915,0.02417671,0.7304451],"study_design_scores_gemma":[0.00001155438,0.000142573,0.002495309,0.0003808374,0.00001747947,0.002059535,0.0001926976,0.001023105,0.03287297,0.02787513,0.9329114,0.00001740339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02991574,0.6183082,0.02510433,0.003500356,0.001599712,0.00004388824,0.0004372917,0.0002417286,0.3208488],"genre_scores_gemma":[0.1077602,0.3716085,0.03113233,0.001103123,0.000790697,0.00006500341,0.0006219859,0.0001402103,0.486778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005825768,"threshold_uncertainty_score":0.01948911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285246570","doi":"10.1007/978-981-16-9507-0_12","title":"Fungal Effector Proteins: Molecular Mediators of Fungal Symbionts of Plants","year":2022,"lang":"en","type":"book-chapter","venue":"Rhizosphere biology","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Effector; Biology; Secretion; Symbiosis; Context (archaeology); Apoplast; Signal peptide; Host (biology); Gene; Cell biology; Computational biology; Genetics; Cell wall; Peptide sequence; Biochemistry; Bacteria","authors":[{"name":"Lauren B. L. Stone","is_ca":true},{"name":"Israel Enrique Padilla-Guerrero","is_ca":false},{"name":"Michael Bidochka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006777043501039056,"gpt":0.1956668646953386,"spread":0.1888898211942995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001042228,0.0004000232,0.0001804632,0.0002796052,0.0001802872,0.001034024,0.0004204199,0.0004423477,0.005216029],"category_scores_gemma":[0.00007006914,0.0001501337,0.0001330612,0.0004118183,0.0002666525,0.001222958,0.0003118663,0.0006739622,0.003804973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387916,"about_ca_system_score_gemma":0.0001432218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002082042,"about_ca_topic_score_gemma":0.0003630056,"domain_scores_codex":[0.999966,0.000002627891,0.000001092389,0.000005804944,0.00001920984,0.000005222051],"domain_scores_gemma":[0.9999821,0.000009553617,0.000001728471,0.000001098744,0.000002906742,0.000002693046],"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":[0.000186943,0.0001173496,0.0001948811,0.0007381105,0.00001272166,0.0005957111,0.0003584655,0.0005870014,0.4659254,0.07441425,0.03022927,0.42664],"study_design_scores_gemma":[0.00002009011,0.0001071368,0.001515361,0.0001368696,0.00002065666,0.001724591,0.0001509772,0.0007481861,0.0900775,0.01908997,0.8863963,0.00001240347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03920227,0.5661165,0.0438669,0.002868196,0.001866364,0.0001284357,0.0005822024,0.0005847287,0.3447844],"genre_scores_gemma":[0.1204143,0.2645806,0.01781048,0.001063407,0.0008432113,0.0001201648,0.0009061421,0.0001369515,0.5941247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005216029,"threshold_uncertainty_score":0.01744938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}