{"id":"W2809327759","doi":"10.22215/etd/2015-10864","title":"Home for a New Livelihood: Building for a Forest &amp; Freshwater Food Foraging Community","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Thunder; Bay; Fishing; Recreation; Foraging; Geography; Fishery; Food security; Population; Agriculture; Environmental resource management; Ecology; Environmental science; Archaeology; Sociology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953198,0.000184976,0.00006645168,0.0001872169,0.002346242,0.002133697,0.0005154946,0.0003765901,0.01088992],"category_scores_gemma":[0.0004091413,0.000106799,0.0001224984,0.0002022962,0.001148295,0.001017911,0.001730489,0.000599962,0.002141913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00214715,"about_ca_system_score_gemma":0.004044478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03298373,"about_ca_topic_score_gemma":0.1535767,"domain_scores_codex":[0.9998578,0.00002788057,0.00000216975,0.00001629891,0.00005069975,0.00004521374],"domain_scores_gemma":[0.9997401,0.00001291816,0.00001218047,0.0000174392,0.00004808855,0.0001692523],"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":[0.00006609007,0.0002841085,0.01959475,0.0002335616,0.00001906158,0.00061707,0.02163075,0.004963453,0.008323354,0.1525371,0.2321998,0.559531],"study_design_scores_gemma":[0.00001222478,0.00009761145,0.01155065,0.0002096739,0.00001829136,0.0003790984,0.02259941,0.00532705,0.001608393,0.02294564,0.9352248,0.00002720895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2321417,0.001313499,0.07853831,0.02053906,0.0004732012,0.0002498561,0.0002537397,0.0007070758,0.6657835],"genre_scores_gemma":[0.6626437,0.002412692,0.1091064,0.0009147582,0.00005282425,0.0001576202,0.000320866,0.0001933329,0.2241977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03298373,"threshold_uncertainty_score":0.06558347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0361956185492452,"score_gpt":0.2768633156912473,"score_spread":0.2406676971420021,"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."}}