{"id":"W4402520347","doi":"10.1139/facets-2023-0128","title":"Estimating size-at-harvest from Indigenous archaeological clamshell assemblages in Coastal British Columbia","year":2024,"lang":"en","type":"article","venue":"FACETS","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bamfield Marine Sciences Centre; Fisheries and Oceans Canada; Tula Foundation; Raincoast Conservation Foundation; Simon Fraser University; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indigenous; Archaeology; Geography; Shellfish; Assemblage (archaeology); Ecology; Fishery; Physical geography; Geology; Biology; Aquatic animal; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000666058,0.0004445965,0.0002918232,0.002760532,0.002022171,0.001279033,0.001103645,0.0003398131,0.0011779],"category_scores_gemma":[0.003303708,0.0003987897,0.0002115382,0.002965175,0.0007541156,0.0003149,0.001130663,0.0003051138,0.0003496017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006355131,"about_ca_system_score_gemma":0.003216087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9391091,"about_ca_topic_score_gemma":0.9876945,"domain_scores_codex":[0.9993993,0.00005453381,0.00004178287,0.0001883302,0.0001919345,0.000124092],"domain_scores_gemma":[0.9979668,0.0002327234,0.000388722,0.0001995053,0.00101525,0.0001969594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000394681,0.00001609479,0.978417,0.0000328199,0.0000457017,0.0001012968,0.002428966,0.0005244235,0.002610356,0.00004277282,0.0003955313,0.01534564],"study_design_scores_gemma":[9.768319e-7,0.000004937285,0.9973093,0.00001473401,0.000009095766,0.00003094358,0.001397811,0.000565165,0.000178225,0.00001099006,0.0004715531,0.000006267397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978193,0.0001158188,0.0003104312,0.00001520846,0.000001811681,0.0000168925,0.0005753163,0.00001470779,0.001130573],"genre_scores_gemma":[0.9969797,0.0001477186,0.00100922,0.00002234308,0.000001716994,0.00003606017,0.0009072452,0.00001339835,0.0008826804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06089091,"threshold_uncertainty_score":0.122499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022720780086045,"score_gpt":0.2060975514732565,"score_spread":0.1958703436723961,"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."}}