{"id":"W6909014878","doi":"10.34943/fb12dd35-6724-4ed5-8527-2b0d065a9a2e","title":"Strait of Georgia East Echosounder, Bioacoustic Deployed 2020-03-04","year":2020,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Echo sounding; Bioacoustics; Software deployment; Pacific ocean; Backscatter (email); East coast","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0005636063,0.001570301,0.001931697,0.00005962255,0.0004453994,0.0001752793,0.002225197,0.001430571,0.0003517545],"category_scores_gemma":[0.0001504667,0.001739137,0.001056823,0.001829323,0.000676058,0.00015297,0.0004321827,0.003179446,0.00004729642],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296829,"about_ca_system_score_gemma":0.01021421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4642458,"about_ca_topic_score_gemma":0.7533073,"domain_scores_codex":[0.992332,0.0002930274,0.001541603,0.001686069,0.002275466,0.001871845],"domain_scores_gemma":[0.9946852,0.0003858815,0.001516273,0.001850326,0.0003632674,0.001199059],"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":[0.00006230051,0.0001065295,0.00005334739,0.0007064213,0.001523625,0.0002041752,0.00007934885,0.01937374,0.00001644469,0.000005176501,0.9778227,0.0000461928],"study_design_scores_gemma":[0.001099296,0.00009390306,0.0001463581,0.0003380784,0.001360093,0.00003933881,0.0007218281,0.009327975,0.000003292485,0.0000254083,0.9852876,0.001556845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001423017,0.001348713,0.0001759458,0.0002505822,0.001614398,0.0009032231,0.9953056,0.0002391518,0.00002009944],"genre_scores_gemma":[0.007643871,0.0006997705,0.0003562921,0.001885951,0.00191633,0.00001527006,0.9868036,0.0005295536,0.0001493876],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2890615,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00946757649862173,"score_gpt":0.2043030096756523,"score_spread":0.1948354331770306,"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."}}