{"id":"W7084622598","doi":"10.1139/cjb-2025-0032","title":"<i>Wáts'iyus</i> Harvest Basket Model: turning to ancestral plant knowledge to develop Indigenized strategies towards decolonial ethnobotanical research in <i>Sḵwxwú7mesh</i> (Squamish) BC","year":2025,"lang":"en","type":"article","venue":"Botany","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie; University of Victoria; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Ethnobotany; Indigenous; Traditional knowledge; Participatory action research; Citizen journalism; Culturally appropriate; Knowledge-based systems","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009352155,0.0002625276,0.0002998404,0.0001986634,0.0002358673,0.0001648953,0.0004393278,0.0003682592,0.00001587727],"category_scores_gemma":[0.0003364997,0.0002593085,0.00006796974,0.001041195,0.00007987863,0.000019536,0.000384663,0.0005343695,0.00004340433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267535,"about_ca_system_score_gemma":0.001211933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002412228,"about_ca_topic_score_gemma":0.007569507,"domain_scores_codex":[0.9976472,0.0002243019,0.0004368066,0.000710622,0.0002642738,0.0007167635],"domain_scores_gemma":[0.9990098,0.00005022932,0.00004469721,0.0004095263,0.0002693172,0.0002164166],"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":[0.002501551,0.0002392281,0.005137269,0.0001001453,0.000106193,0.00004993589,0.001813857,0.002559283,0.9215379,0.002327776,0.04452492,0.01910199],"study_design_scores_gemma":[0.006052104,0.002264097,0.172105,0.000571097,0.00008635139,0.00007149417,0.003694928,0.00274718,0.2302539,0.002694226,0.5771528,0.0023068],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858965,0.0002911572,0.004433449,0.0006966088,0.0005057352,0.000517047,0.00004628855,0.00004022604,0.007573037],"genre_scores_gemma":[0.9910138,0.00004518626,0.006334273,0.0007453273,0.0002786438,0.00007866134,0.00003385364,0.00003602643,0.001434272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6912839,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828376549845749,"score_gpt":0.3563721214003545,"score_spread":0.318088355901897,"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."}}