{"id":"W6965185212","doi":"10.34943/0ab8a985-7c03-41d3-9084-ce610fc86120","title":"Strait of Georgia East Echosounder, Bioacoustic Deployed 2011-10-03","year":2011,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Echo sounding; Bioacoustics; Software deployment; Zooplankton; Acoustic Doppler current profiler; Pacific ocean; Proxy (statistics); Backscatter (email)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001990382,0.0003835211,0.0004564979,0.00001221306,0.0004214815,0.00001276124,0.0007183218,0.000533064,0.005246926],"category_scores_gemma":[0.00001156532,0.0003654972,0.000228158,0.0001400222,0.0007918146,0.00006756432,0.0005844337,0.0005527318,0.00004036716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006017954,"about_ca_system_score_gemma":0.000249989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4276867,"about_ca_topic_score_gemma":0.8014119,"domain_scores_codex":[0.9981366,0.0000586184,0.0003115926,0.0005206077,0.0003815696,0.0005910133],"domain_scores_gemma":[0.9989451,0.00008659949,0.0003162205,0.0004551206,0.00002188978,0.0001750469],"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":[0.00001342477,0.00005962312,0.006476866,0.00004739916,0.0002585565,0.00002018678,0.00006783585,0.0005101516,5.307665e-7,4.57813e-7,0.9925064,0.00003860593],"study_design_scores_gemma":[0.0003171796,0.00008542736,0.01278304,0.0000291111,0.0003759529,0.000006138372,0.00044091,0.000153781,0.00000138122,0.00002069468,0.985266,0.0005204377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001889379,0.0003260031,0.00002541409,0.0001241479,0.0008095879,0.0002694896,0.9963144,0.00002819924,0.0002133922],"genre_scores_gemma":[0.01870827,0.001457047,0.0003489918,0.002247755,0.0003116089,0.000005735852,0.9735879,0.00004064626,0.003292103],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3737252,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013821341540125,"score_gpt":0.1708483246504391,"score_spread":0.1607101112350378,"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."}}