{"id":"W6964511940","doi":"10.21966/wabn-bq33","title":"Biodiversity Surveys of the Gwaxdlala/Nalaxdlala Indigenous Protected and Conserved Area (IPCA) in Knight Inlet, British Columbia","year":2020,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knight; Biodiversity; Indigenous; Habitat; Marine protected area; Citizen science; Marine life; Environmental DNA; Traditional knowledge","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"],"consensus_categories":[],"category_scores_codex":[0.0004562172,0.0002183604,0.0005132662,0.00003710916,0.0006569962,0.00008024615,0.0006953359,0.0004036637,0.0007367776],"category_scores_gemma":[0.0002187439,0.0002540559,0.00009445464,0.0004561283,0.001840049,0.0001732293,0.00174231,0.0006301253,0.0002795517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566593,"about_ca_system_score_gemma":0.0000891345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.163761,"about_ca_topic_score_gemma":0.8623281,"domain_scores_codex":[0.9981669,0.0003588182,0.000310715,0.000541009,0.0002949818,0.000327544],"domain_scores_gemma":[0.9991877,0.00006684115,0.0002985504,0.0003316442,0.00002287538,0.00009235488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00000888774,0.00006718395,0.4186486,0.00005263388,0.00004317209,0.000142393,0.0001233763,0.000002889733,0.000008659359,2.76223e-8,0.5807966,0.0001055905],"study_design_scores_gemma":[0.0004259351,0.00005428558,0.6103727,0.00005560348,0.00005548166,0.00002154175,0.00003738036,7.884588e-7,0.00001163459,0.000008019904,0.3887591,0.0001975383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.418902,0.00004799142,6.523116e-7,0.0001646656,0.0002406604,0.0006793816,0.579856,0.00001517145,0.0000934277],"genre_scores_gemma":[0.08136656,0.002442471,0.0002416154,0.002462852,0.00008268467,0.00009228702,0.9119868,0.00002037523,0.001304381],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6985671,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723730351791783,"score_gpt":0.1801769639823597,"score_spread":0.1629396604644419,"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."}}