{"id":"W6909088192","doi":"10.34943/e281cf17-f5cf-4023-8084-a3b74d44616a","title":"Patricia Bay Hydrophone Deployed 2023-03-14","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrophone; Bay; Underwater; Sound (geography); Data logger; Software deployment; Waveform","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00116283,0.001726066,0.001730699,0.0001402579,0.0008837078,0.0002609713,0.002234142,0.001819735,0.0002030686],"category_scores_gemma":[0.000236424,0.001872611,0.001124093,0.004034353,0.0003148939,0.000154231,0.0008222046,0.003861823,0.001088499],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004198301,"about_ca_system_score_gemma":0.005060697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8859685,"about_ca_topic_score_gemma":0.977461,"domain_scores_codex":[0.9907318,0.0003767316,0.00134586,0.001979655,0.002710979,0.002854935],"domain_scores_gemma":[0.9938399,0.0009949314,0.001064076,0.002654647,0.0003137846,0.001132726],"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":[0.00002897309,0.00006911465,0.00006758662,0.0001892623,0.001006842,0.0005773946,0.00001717814,0.0221679,9.015498e-7,5.339239e-7,0.9758094,0.00006492853],"study_design_scores_gemma":[0.0009292275,0.0000442035,0.0001804248,0.0001962279,0.0006687201,0.00002242676,0.0001383166,0.01130127,9.396873e-7,0.00001186069,0.9846451,0.001861306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001014377,0.00217713,0.00002157915,0.0002348306,0.006631627,0.0009115372,0.9892211,0.0006725161,0.000028271],"genre_scores_gemma":[0.00018892,0.002980409,0.00007893619,0.003088731,0.004338969,0.00004325895,0.9855468,0.0009353385,0.002798649],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09149253,"threshold_uncertainty_score":0.9996893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007808504547426573,"score_gpt":0.2093515641454042,"score_spread":0.2015430595979777,"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."}}