{"id":"W6946638194","doi":"10.34943/3bcf1b62-4a1a-4713-a64f-f4597ec03a73","title":"Juan de Fuca Strait Acoustic Receiver Deployed 2020-09-05","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Underwater; Pacific ocean; Digital data","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":[0.0008834595,0.001547881,0.001495357,0.00004935314,0.0007586966,0.0003694409,0.001825762,0.001738291,0.0008500848],"category_scores_gemma":[0.0001971124,0.001785642,0.0009833439,0.001547567,0.0003646688,0.0001830071,0.0003841957,0.004042306,0.00002817436],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006378333,"about_ca_system_score_gemma":0.01426217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5041996,"about_ca_topic_score_gemma":0.9502484,"domain_scores_codex":[0.9919586,0.0005332311,0.001045673,0.001826445,0.001888604,0.002747406],"domain_scores_gemma":[0.9946469,0.0005291006,0.0008273759,0.002246571,0.0004048579,0.001345178],"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":[0.0000304571,0.00009679126,0.00003957861,0.0002993132,0.001230164,0.001195038,0.00004298949,0.04735636,0.00001948981,9.063086e-7,0.9494831,0.0002057855],"study_design_scores_gemma":[0.0008274821,0.00004031248,0.0002805237,0.0004093875,0.00130644,0.0001617492,0.0004661518,0.005971153,0.000005988038,0.000008327128,0.9888003,0.001722162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002079877,0.002736505,0.0001576289,0.0002342248,0.002785259,0.0006357725,0.9929609,0.0002563797,0.00002529027],"genre_scores_gemma":[0.0007951435,0.002606945,0.0004726401,0.004229605,0.003580657,0.00002644451,0.9865359,0.0005907501,0.001161936],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4460488,"threshold_uncertainty_score":0.999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00668171754033199,"score_gpt":0.2118412668073421,"score_spread":0.2051595492670102,"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."}}