{"id":"W6927847483","doi":"10.34943/b103ebf9-2ca8-4a35-bf0f-bc7e9a2bf5f4","title":"Horseshoe Bay - Departure Bay Ferry Route Thermosalinograph Deployed 2018-11-22","year":2018,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","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","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001417505,0.002743454,0.002218779,0.0001547057,0.001462521,0.0005157244,0.003580276,0.003289538,0.0007429157],"category_scores_gemma":[0.0001007071,0.002667141,0.001901155,0.002230812,0.001153467,0.0003852356,0.0008190142,0.003971217,0.00005159964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002950258,"about_ca_system_score_gemma":0.005295034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5229251,"about_ca_topic_score_gemma":0.9790044,"domain_scores_codex":[0.9883498,0.0007444781,0.001642416,0.002689994,0.002883647,0.003689698],"domain_scores_gemma":[0.991478,0.0004589906,0.001598018,0.004207626,0.0005374174,0.001720001],"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":[0.00007327149,0.0001365372,0.002192214,0.0001612412,0.001884763,0.0002106504,0.0000553492,0.001285835,0.000001425807,0.000004800836,0.9939588,0.0000350968],"study_design_scores_gemma":[0.001155535,0.00008682267,0.001231821,0.0003215281,0.001439353,0.00007732303,0.0001870424,0.001856618,0.000002494309,0.00001423364,0.9908161,0.002811149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001304362,0.003358776,0.00004878522,0.0002325903,0.005946065,0.001407851,0.9870102,0.0006455,0.0000458886],"genre_scores_gemma":[0.002556964,0.001608982,0.0003518451,0.006116096,0.006973418,0.0000646852,0.980521,0.001035397,0.0007715744],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4560794,"threshold_uncertainty_score":0.9998375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00847918485928402,"score_gpt":0.2172473835817157,"score_spread":0.2087681987224317,"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."}}