{"id":"W7109759292","doi":"10.11575/prism/50792","title":"Traditional Ecological Knowledge (TEK) in Sustainable Agriculture","year":2025,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traditional knowledge; Pollination; Work (physics); Agriculture; Pollinator; Sustainable agriculture; Facilitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000116136,0.0002247797,0.0004301599,0.0006955,0.00005976671,0.000005400731,0.0004282457,0.0006720775,0.0131121],"category_scores_gemma":[0.00003852099,0.0002383278,0.0001655265,0.0005250663,0.0002375621,0.00005788824,0.0001960791,0.0004174575,0.0008089608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005262305,"about_ca_system_score_gemma":0.0004986423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403671,"about_ca_topic_score_gemma":0.002210372,"domain_scores_codex":[0.9989101,0.0001426948,0.0001066307,0.0003520761,0.0001821709,0.0003063419],"domain_scores_gemma":[0.9994205,0.00008056578,0.0001286098,0.0001845579,0.000103476,0.00008226781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000386682,0.0005672778,0.0002466364,0.0001968498,0.00006828146,0.0004940755,0.0001003448,0.000003430656,0.00001536797,0.08751314,0.9106328,0.0001231281],"study_design_scores_gemma":[0.001002703,0.00004027757,0.0129351,0.0001945659,0.00006721911,0.000003024857,0.0007272465,0.00002024752,0.000004709221,0.0005821488,0.9841765,0.0002462682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001465552,0.0006218525,0.00007191204,0.00004984803,0.00007563376,0.0003894035,0.0002244444,0.0001700682,0.9982503],"genre_scores_gemma":[0.0008257697,0.00006333807,0.0005281198,0.00001664104,0.00005476805,3.824661e-7,0.0004098213,0.00007012758,0.998031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.086931,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009515586341735013,"score_gpt":0.1901622823441259,"score_spread":0.1806466960023909,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}