{"id":"W6890278601","doi":"10.34943/e4a9840b-5664-46be-8c54-83902ce08c8f","title":"Tsawwassen - Duke Point Ferry Route Pump and Valve Control System Deployed 2025-06-19","year":2025,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control system; Terminal (telecommunication); Set point; Control (management); Software deployment; Point (geometry)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005743653,0.001314297,0.0007149806,0.002169128,0.001239572,0.001763323,0.001975686,0.0009626908,0.02063171],"category_scores_gemma":[0.003504751,0.0003779875,0.0004500519,0.005052428,0.0004938542,0.001040066,0.001179286,0.001132546,0.02913634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006070009,"about_ca_system_score_gemma":0.009933787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.797759,"about_ca_topic_score_gemma":0.8795361,"domain_scores_codex":[0.9991614,0.0000606363,0.00004451032,0.0001870904,0.0003487295,0.000197654],"domain_scores_gemma":[0.9979873,0.0001429234,0.00009941855,0.0002733503,0.001268691,0.0002282975],"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":[0.00004326169,0.0000118433,0.001763299,0.0001130531,0.00001205368,0.00002644471,0.00003630711,0.0004978263,0.00009532128,0.0006468305,0.9944238,0.002329968],"study_design_scores_gemma":[0.00005659696,0.000009637126,0.0113977,0.0001644128,0.0000122866,0.0000321282,0.0003087725,0.001414146,0.0004254121,0.0008695709,0.9852733,0.00003603043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005874032,0.00004994227,0.0001371331,0.000106393,0.00002652778,0.00001425248,0.9959488,0.0003849684,0.002744563],"genre_scores_gemma":[0.00166951,0.00004221407,0.0003532075,0.00003208685,0.000005172025,0.00002686147,0.9956956,0.00006676684,0.002108522],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.797759,"threshold_uncertainty_score":0.406864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005194694595666801,"score_gpt":0.2069629215507306,"score_spread":0.2017682269550638,"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."}}