{"id":"W6927752738","doi":"10.34943/d7ea62f3-dbfd-4dfd-a9d6-91de9f9c69c0","title":"Horseshoe Bay - Departure Bay Ferry Route Oxygen Sensor Deployed 2024-09-03","year":2024,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Horseshoe (symbol); Software deployment; Horseshoe crab; Estuary","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":[0.0005972434,0.001238934,0.0007020624,0.001583943,0.0007701265,0.0009814211,0.001905511,0.001118038,0.01454368],"category_scores_gemma":[0.002023063,0.0003113855,0.0004485385,0.002607221,0.000318866,0.0009436543,0.0009929821,0.0009418381,0.02834809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657777,"about_ca_system_score_gemma":0.002076243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1273098,"about_ca_topic_score_gemma":0.2325924,"domain_scores_codex":[0.9994672,0.00005428875,0.00003950792,0.0001440014,0.0001861907,0.0001087814],"domain_scores_gemma":[0.9991511,0.00008023289,0.00005597608,0.0001761523,0.0004373357,0.00009916969],"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":[0.00007774834,0.0000294493,0.002303765,0.0002205134,0.00001708752,0.00004688899,0.0000316629,0.0006273336,0.0003924292,0.0004046586,0.9922898,0.003558599],"study_design_scores_gemma":[0.0001164337,0.00002498554,0.01420175,0.0001413162,0.00001723464,0.00006805299,0.0002072337,0.001642238,0.001103913,0.0008959993,0.9815496,0.00003136439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000999269,0.00005486367,0.0001273817,0.00009894239,0.00003507419,0.00001600109,0.9964609,0.0004406171,0.001767071],"genre_scores_gemma":[0.001181911,0.00002651394,0.0002879045,0.00002630894,0.000004424438,0.00002696921,0.9974152,0.00003494987,0.0009958795],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1273098,"threshold_uncertainty_score":0.2531375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00964403987795992,"score_gpt":0.240739546494447,"score_spread":0.2310955066164871,"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."}}