{"id":"W6886062473","doi":"10.14288/1.0134349","title":"Land Use : Burnaby","year":2014,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Land use; Land-use planning; Deforestation (computer science); Recreational use; Agricultural land","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001491613,0.0002593648,0.0003762385,0.0002879559,0.001068807,0.002840534,0.0005879038,0.0002672365,0.06853347],"category_scores_gemma":[0.0001245219,0.0002543955,0.00008250715,0.001299865,0.00005508373,0.0001147159,0.000264651,0.0002579056,0.01308709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480339,"about_ca_system_score_gemma":0.0001982952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1334266,"about_ca_topic_score_gemma":0.1654692,"domain_scores_codex":[0.9988435,0.0001364457,0.0001657077,0.0004046712,0.0001845313,0.0002651642],"domain_scores_gemma":[0.9988609,0.00006872867,0.0002008549,0.0006898246,0.00005430603,0.0001253713],"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":[0.00001142068,0.00006776598,0.0000548672,0.000005831576,0.0001369134,0.000004335058,0.000006795119,0.000006260713,0.000004254153,0.00003068517,0.999641,0.00002984055],"study_design_scores_gemma":[0.000597897,0.0000345112,0.00002939633,0.000105986,0.00009168205,0.00002486135,0.000004704264,0.0000274844,0.000003320412,0.0001401929,0.9986178,0.000322169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.779532e-7,0.00004755982,0.0001273165,0.00002509318,0.0006357037,0.001133562,0.0009700369,0.0003900377,0.9966703],"genre_scores_gemma":[0.000003665566,0.00002870291,0.001119512,0.00007558338,0.0004568259,0.0002845446,0.0001167628,0.00152985,0.9963846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05544637,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964385445159788,"score_gpt":0.2847583264738901,"score_spread":0.2551144720222922,"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."}}