{"id":"W1785581100","doi":"10.14288/bcs.v0i118.185297","title":"Seeing the Ocean Through the Trees: A Conservation- Based Development Strategy for Clayoquot Sound by Ecotrust Canada","year":2014,"lang":"en","type":"article","venue":"Open Collections","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sound (geography); Geography; Environmental resource management; Oceanography; Geology; Environmental science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007828313,0.0001366617,0.0002047635,0.00001175757,0.05961433,0.0001558155,0.0004066849,0.00008660588,0.0006840094],"category_scores_gemma":[0.0002057005,0.00008364131,0.00003380833,0.000356147,0.00005951502,0.00006652022,0.0001450202,0.0002831853,0.00001022548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007462279,"about_ca_system_score_gemma":0.005465047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9116304,"about_ca_topic_score_gemma":0.9990085,"domain_scores_codex":[0.998281,0.000325388,0.0003940347,0.0002159116,0.0001141959,0.0006694398],"domain_scores_gemma":[0.9970949,0.002126573,0.0001834655,0.0002666427,0.0002839354,0.00004453097],"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":[0.00002853538,0.00003167602,0.00150418,0.0000165746,0.00007151488,1.581394e-7,0.005200477,0.0004248401,7.508608e-7,0.0007677645,0.9918962,0.00005733525],"study_design_scores_gemma":[0.0007214081,0.00008028613,0.0006291203,0.00001311095,0.00002878101,8.17023e-7,0.03835465,0.001491254,0.000006620499,0.000896584,0.9576576,0.0001197323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01912747,0.0001596836,0.01680871,0.05883832,0.003524219,0.01551007,0.0005266371,0.00009882203,0.8854061],"genre_scores_gemma":[0.6877877,0.00001595344,0.001081999,0.03234767,0.0003529618,0.004198526,0.0001459744,0.00005240261,0.2740168],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6686602,"threshold_uncertainty_score":0.9694759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0664766632168852,"score_gpt":0.3538190236797898,"score_spread":0.2873423604629046,"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."}}