{"id":"W6927774609","doi":"10.34943/db65ac53-c39b-4fab-b92d-96b971998601","title":"Barkley Canyon Upper Slope Acoustic Transponder Deployed 2021-08-13","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Transponder (aeronautics); Fetch; Software deployment; Buoy; Continental shelf","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"],"consensus_categories":[],"category_scores_codex":[0.0002186216,0.0006673408,0.0005803933,0.00001967498,0.0002971198,0.0001235787,0.0006640005,0.0009272278,0.0001811733],"category_scores_gemma":[0.00003163684,0.0006510103,0.0005147922,0.0002311064,0.00006873315,0.000008398048,0.0002253568,0.0007972387,0.000001248991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885111,"about_ca_system_score_gemma":0.002164844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06039969,"about_ca_topic_score_gemma":0.4021978,"domain_scores_codex":[0.9974239,0.00007707379,0.0006023563,0.0006559013,0.0004125272,0.0008282465],"domain_scores_gemma":[0.998167,0.00003124959,0.0002472998,0.001115364,0.0001687209,0.0002703439],"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":[0.00002376016,0.00003605643,0.00004764801,0.0002086598,0.0005778422,0.00001650148,0.00001818997,0.00993305,0.0001019044,3.999565e-7,0.9888286,0.0002074044],"study_design_scores_gemma":[0.0005883681,0.00005861481,0.0001542343,0.00008138562,0.0002515048,0.00003301706,0.0003901861,0.002487211,0.00008256015,9.073503e-7,0.9950891,0.0007829477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003139711,0.01056303,0.0009957458,0.0002435423,0.001641942,0.0004638807,0.9828741,0.00001570991,0.00006235366],"genre_scores_gemma":[0.006067746,0.009969117,0.0002060303,0.002571134,0.001214299,0.00001782985,0.9789084,0.0000906406,0.0009548393],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3417982,"threshold_uncertainty_score":0.9995941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005161157209675266,"score_gpt":0.1892223373274835,"score_spread":0.1840611801178082,"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."}}