{"id":"W6946697205","doi":"10.34943/d2dd0531-803d-41fa-aaa4-803b67acbd72","title":"Folger Deep Echosounder, Bioacoustic Deployed 2011-07-19","year":2011,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Echo sounding; Bioacoustics; Transducer; Backscatter (email); Software deployment; Deep water","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":[0.000236921,0.0005880939,0.0004526238,0.00001290894,0.000494808,0.00008812002,0.0009191759,0.0006338973,0.1196595],"category_scores_gemma":[0.00002314045,0.0005801556,0.0003404457,0.0002569073,0.0003967085,0.0001047969,0.000457083,0.0007811033,0.0003665221],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003837874,"about_ca_system_score_gemma":0.0002470081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6331022,"about_ca_topic_score_gemma":0.8617865,"domain_scores_codex":[0.996893,0.000068834,0.0004250546,0.0007956924,0.000786753,0.001030589],"domain_scores_gemma":[0.9980872,0.00009476583,0.000300946,0.0008953906,0.00002340885,0.0005983274],"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":[0.000007572217,0.00005723566,0.00037777,0.00003410891,0.00009450832,0.00002979594,0.00002703519,0.0003509915,5.425137e-7,0.000004986564,0.9989552,0.00006026429],"study_design_scores_gemma":[0.0002850081,0.00002406715,0.001221639,0.00001454753,0.0001791587,0.0000142684,0.0005273843,0.000528215,7.813176e-7,0.00001908883,0.9965173,0.0006685291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002307908,0.0009514891,0.0003492205,0.0002106043,0.001811332,0.0004005368,0.9952167,0.0001015876,0.0007277563],"genre_scores_gemma":[0.001605537,0.002829714,0.00004291689,0.006155305,0.000336925,0.00001938369,0.9879139,0.00006610928,0.001030176],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2286843,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432508529376533,"score_gpt":0.2017868941079475,"score_spread":0.1874618088141821,"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."}}