{"id":"W3011694281","doi":"10.1080/10464883.2020.1693840","title":"Clam Gardens","year":2020,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Population; Adaptation (eye); Archaeology; Fishery; Sociology; Demography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009599589,0.00006774558,0.0001143358,0.00000636767,0.0000583929,0.00003165501,0.0001567889,0.00003198516,0.0002937708],"category_scores_gemma":[0.0001831063,0.00001999281,0.0001191039,0.0001559838,0.00002111959,0.0000582274,0.00001692555,0.0001714815,0.00001177458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002809657,"about_ca_system_score_gemma":0.00004581963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001249533,"about_ca_topic_score_gemma":0.00001724404,"domain_scores_codex":[0.9993827,0.00005582513,0.000219032,0.00008182597,0.0001549168,0.0001057256],"domain_scores_gemma":[0.9994087,0.00006268212,0.0001566842,0.00001753189,0.0002007904,0.0001536245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002282134,0.0002891718,0.0250122,0.00003167701,0.00003791248,0.000007609335,0.004111442,0.0000534855,0.1859405,0.0001486923,0.08298519,0.7011539],"study_design_scores_gemma":[0.000126326,0.0009700197,0.7466726,0.00001800975,0.00002935014,0.0001329561,0.003033933,0.00001376753,0.002347135,0.002142824,0.2443445,0.0001685588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644722,0.0001849959,0.00000408784,0.03395363,0.0001790152,0.00006839236,0.000001339418,0.00001092717,0.001125389],"genre_scores_gemma":[0.9967022,0.000006321405,0.000213446,0.001396901,0.001431277,7.790723e-7,0.000004719024,3.235632e-7,0.0002440658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7216604,"threshold_uncertainty_score":0.3216584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111962140486182,"score_gpt":0.2017872582776037,"score_spread":0.1905910442289855,"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."}}