{"id":"W6946390529","doi":"10.34943/96b0ab0f-51a2-4f9b-a22d-a3232c169921","title":"Port McNeill - Alert Bay - Sointula Ferry Route Pump and Valve Control System Deployed 2024-12-19","year":2024,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Bay; Software deployment; Control (management); Control valves","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":[0.0007421913,0.001271473,0.0007270034,0.002142703,0.001090833,0.001568161,0.002262479,0.001134502,0.02532333],"category_scores_gemma":[0.003943045,0.0003772011,0.0004709678,0.004192482,0.0004502759,0.0009869072,0.001353071,0.001226841,0.03755283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003738592,"about_ca_system_score_gemma":0.005606396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4597848,"about_ca_topic_score_gemma":0.6474734,"domain_scores_codex":[0.9992476,0.00007542369,0.00004791644,0.0001836958,0.000269545,0.000175857],"domain_scores_gemma":[0.9979912,0.0002396564,0.0001257941,0.0003666829,0.001028745,0.000247957],"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":[0.00004415491,0.00001253086,0.001351043,0.0001533126,0.0000108615,0.00002718002,0.00002678182,0.0003029123,0.00009734822,0.000485071,0.9956559,0.001832792],"study_design_scores_gemma":[0.00008339836,0.00001070597,0.00836796,0.0001678849,0.00001036159,0.00003416922,0.0001804329,0.0007556805,0.0004051431,0.0007459028,0.9892126,0.00002571391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003218589,0.00002980527,0.00007527675,0.0000633423,0.00001875486,0.00001131051,0.9975424,0.0002603435,0.001676919],"genre_scores_gemma":[0.0008360074,0.00002734027,0.0003075344,0.00002769108,0.000004040482,0.00003320839,0.9974865,0.00004796464,0.001229804],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5402152,"threshold_uncertainty_score":0.9142171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132392293712941,"score_gpt":0.1651939677224869,"score_spread":0.1538700447853575,"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."}}