{"id":"W6927645931","doi":"10.34943/f0297458-1e00-4132-9314-651599b4c8f4","title":"Patricia Bay pH Sensor Deployed 2014-01-29","year":2014,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Seawater; Software deployment; Water quality; Ocean chemistry","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":[0.0006652704,0.00160853,0.0008727733,0.001831059,0.0005343092,0.001119324,0.002265676,0.001029679,0.008841795],"category_scores_gemma":[0.002828307,0.0003775823,0.0006388793,0.003037346,0.0002971412,0.001032132,0.001149456,0.001162699,0.019106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595302,"about_ca_system_score_gemma":0.0019207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09367771,"about_ca_topic_score_gemma":0.1477608,"domain_scores_codex":[0.9993103,0.00007111218,0.00006440522,0.0002135585,0.0002361676,0.000104561],"domain_scores_gemma":[0.9990206,0.00008204077,0.0000762627,0.0002362072,0.0004732679,0.0001117003],"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":[0.0001424687,0.00005183461,0.005317383,0.0003333842,0.00004811542,0.00006012667,0.00003414192,0.001257068,0.0003549448,0.0004685172,0.9858457,0.006086126],"study_design_scores_gemma":[0.0002347434,0.00005678661,0.03416086,0.0002371915,0.00004900137,0.0001489717,0.0002192295,0.005602847,0.001689384,0.001347046,0.9561843,0.00006969781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001564763,0.0001041729,0.000203202,0.0001221418,0.00004463258,0.00002805548,0.9954221,0.0009002785,0.001610788],"genre_scores_gemma":[0.001698585,0.00004955077,0.0003799441,0.00003333325,0.000007413391,0.0000382495,0.9970299,0.00003981349,0.0007231909],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09367771,"threshold_uncertainty_score":0.1862649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005419340434873757,"score_gpt":0.197596640549195,"score_spread":0.1921773001143212,"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."}}