{"id":"W6965625304","doi":"10.34943/bf3ac997-3dda-4c47-868e-90eab0d5e484","title":"Horseshoe Bay - Departure Bay Ferry Route Thermosalinograph Deployed 2003-05-09","year":2011,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Horseshoe (symbol); Estuary; Horseshoe crab; Software deployment","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":[0.0006702553,0.0007377449,0.0006317182,0.0000221563,0.0008618084,0.00007342384,0.00182557,0.00118084,0.00171359],"category_scores_gemma":[0.00004283661,0.0006522342,0.0003037974,0.0009773328,0.0007693162,0.0002369001,0.0004981957,0.001616107,0.0000292961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928292,"about_ca_system_score_gemma":0.000681013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3239522,"about_ca_topic_score_gemma":0.9502294,"domain_scores_codex":[0.9958184,0.0002110851,0.0005133926,0.001148756,0.000841579,0.001466722],"domain_scores_gemma":[0.9978101,0.0001381941,0.0003876743,0.0009967323,0.0000297969,0.0006374902],"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":[0.00001230759,0.00005212949,0.01468673,0.00001247629,0.0001059554,0.0001581069,0.00005150317,0.001741047,6.370253e-7,0.000003952853,0.9830142,0.0001610188],"study_design_scores_gemma":[0.0002266975,0.00004165109,0.02346542,0.00002933875,0.0001427392,0.00005184494,0.00006115934,0.001316602,0.000001503223,0.00002754835,0.9738256,0.0008098628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004929565,0.0006097181,0.00007270549,0.0002944286,0.003644841,0.0006378531,0.9890826,0.000123271,0.0006050701],"genre_scores_gemma":[0.01144639,0.002543073,0.0003375582,0.01084632,0.0005670386,0.00003129826,0.9722857,0.00007815951,0.001864415],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6262772,"threshold_uncertainty_score":0.9995929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006565608069819028,"score_gpt":0.1806001845490649,"score_spread":0.1740345764792459,"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."}}