{"id":"W6965446876","doi":"10.34943/bb9314bb-205c-43d7-a4d5-acb20cc0fa90","title":"Barkley Canyon Upper Slope Echosounder, Bioacoustic Deployed 2014-05-03","year":2014,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Echo sounding; Submarine canyon; Street canyon; Transducer; Software deployment; 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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00150527,0.002374699,0.002124939,0.0001481322,0.001235082,0.0005107471,0.002830687,0.002421189,0.0007385401],"category_scores_gemma":[0.0002072099,0.002457177,0.001156645,0.001213973,0.0006696774,0.0002493944,0.0006791798,0.004261657,0.0002254707],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006138674,"about_ca_system_score_gemma":0.007647196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8291479,"about_ca_topic_score_gemma":0.9483131,"domain_scores_codex":[0.9891993,0.0006573063,0.00153734,0.002496564,0.002667841,0.003441622],"domain_scores_gemma":[0.9919776,0.0008285197,0.001298602,0.003688874,0.000512458,0.00169395],"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":[0.00004563146,0.0000875691,0.0002237464,0.0003434874,0.001081575,0.0001179327,0.00002634411,0.01915968,0.000002369908,0.000005460508,0.9788322,0.00007397863],"study_design_scores_gemma":[0.00119743,0.0000707846,0.0002272234,0.0003691066,0.001251865,0.00007770654,0.0001760364,0.01104083,0.000001299181,0.00002230908,0.9829638,0.002601594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001264002,0.003081784,0.0004273007,0.0002572047,0.006112566,0.001217833,0.9882416,0.0004755474,0.00005979196],"genre_scores_gemma":[0.002296395,0.002418161,0.0003666077,0.008079223,0.004097246,0.00004659054,0.9806777,0.0009627269,0.001055391],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1191652,"threshold_uncertainty_score":0.9988991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006265141460977449,"score_gpt":0.2051488713826374,"score_spread":0.1988837299216599,"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."}}