{"meta":{"query_hash":"ec5449be49ee","filters":{"venue":"Biosemiotics/Biosemiotics. Bookseries"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/ec5449be49ee","api":"https://metacan.xera.ac/api/v1/cohort?venue=Biosemiotics%2FBiosemiotics.+Bookseries"},"results":[{"id":"W3162688982","doi":"10.1007/978-3-030-67115-0_5","title":"Food, Care and the Sugar Maple Stand","year":2021,"lang":"en","type":"book-chapter","venue":"Biosemiotics/Biosemiotics. Bookseries","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","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 du Québec à Montréal","funders":"","keywords":"Maple; Sugar; Expression (computer science); Ecology; Biology; Computer science; Food science; Programming language","score_opus":0.019995665120246246,"score_gpt":0.19253576686829577,"score_spread":0.1725401017480495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162688982","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":[0.012766694,0.035193924,0.0001550713,0.006357199,0.0006142198,0.000009156387,0.00004558614,0.00001813506,0.94484],"genre_scores_gemma":[0.13194071,0.018597316,0.00024542928,0.0018188807,0.0001727033,0.000015206884,0.0000671454,0.000014889154,0.84712774],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999354,0.000011592986,7.0233756e-7,0.0000062860872,0.000025055877,0.000021028434],"domain_scores_gemma":[0.99997294,0.000005472654,0.000002049757,0.0000012413177,0.0000068178783,0.000011494494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077631914,0.00018002027,0.00009484749,0.00032465399,0.0014987699,0.0020356858,0.00026342485,0.00047662607,0.02544375],"category_scores_gemma":[0.00016448835,0.000074022435,0.00006681788,0.00044631027,0.0014260183,0.00068094133,0.00077573134,0.00070218014,0.0021074633],"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":[0.000060926,0.000067069945,0.0012515393,0.00020743285,0.000006637006,0.0006513584,0.007841309,0.0001713529,0.00050285144,0.33490106,0.34821793,0.30612049],"study_design_scores_gemma":[0.0000016798435,0.000010429198,0.0027482768,0.00009635928,0.000001980752,0.0000730834,0.0033687847,0.000027826341,0.000065796165,0.00674122,0.9868618,0.0000027430133],"about_ca_topic_score_codex":0.042875968,"about_ca_topic_score_gemma":0.17465483,"teacher_disagreement_score":0.042875968,"about_ca_system_score_codex":0.0015422755,"about_ca_system_score_gemma":0.0017479546,"threshold_uncertainty_score":0.08525282},"labels":[],"label_agreement":null},{"id":"W4211143391","doi":"10.1007/978-3-030-89484-9","title":"Semiotic Agency","year":2021,"lang":"ceb","type":"book","venue":"Biosemiotics/Biosemiotics. Bookseries","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Semiotics; Agency (philosophy); Philosophy of science; Biosemiotics; Philosophy; Linguistics; Epistemology; Sociology","score_opus":0.02232725427895712,"score_gpt":0.21233395302833577,"score_spread":0.19000669874937864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211143391","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":[0.0016019222,0.007585199,0.0030881509,0.002862811,0.00037280365,0.0000124909375,0.00012484132,0.000056981706,0.9842948],"genre_scores_gemma":[0.33887798,0.009157444,0.003160768,0.0019436914,0.0011537982,0.00015747781,0.00044004805,0.0001927046,0.64491606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989568,0.00048003905,0.00003698682,0.00018564252,0.00021647892,0.00012398743],"domain_scores_gemma":[0.9995597,0.00013570614,0.00003458657,0.00013204872,0.00009519199,0.000042746447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077552104,0.00055984966,0.00041048447,0.0010453371,0.0025802364,0.007990235,0.00047931183,0.0012597656,0.03257056],"category_scores_gemma":[0.0015003241,0.00024385052,0.00032877226,0.0011931974,0.009373345,0.0045833094,0.0023702043,0.0017674447,0.009737212],"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":[0.00000585593,0.000004259536,0.000047563015,0.000021937663,0.0000013061325,0.00001725963,0.0009181092,0.000027648492,0.000059507143,0.9742096,0.017745312,0.0069415695],"study_design_scores_gemma":[0.000004934982,0.00000797359,0.00022498966,0.00010061416,0.0000028001577,0.00011869126,0.0012029492,0.000098367454,0.00013388527,0.363293,0.6348078,0.0000040712303],"about_ca_topic_score_codex":0.0022402862,"about_ca_topic_score_gemma":0.0022504262,"teacher_disagreement_score":0.03257056,"about_ca_system_score_codex":0.0030166267,"about_ca_system_score_gemma":0.0016583067,"threshold_uncertainty_score":0.10895944},"labels":[],"label_agreement":null}]}