{"id":"W6927718613","doi":"10.34943/b7ae0252-9cda-493c-b4e4-e04762d3829e","title":"Tsawwassen - Duke Point Ferry Route Carbon Dioxide Sensor Deployed 2017-03-29","year":2017,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon dioxide; Terminal (telecommunication); Software deployment; Seawater; Carbon dioxide sensor; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001500183,0.002500035,0.002590834,0.0001128838,0.001577354,0.0006021349,0.003734146,0.002406985,0.0000916565],"category_scores_gemma":[0.0002855639,0.002641011,0.001463711,0.0005034515,0.0006843097,0.0003598811,0.001171301,0.004921748,0.00006094825],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00686222,"about_ca_system_score_gemma":0.006284607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8981982,"about_ca_topic_score_gemma":0.9613075,"domain_scores_codex":[0.989068,0.0005405587,0.001553384,0.002609872,0.002746963,0.003481273],"domain_scores_gemma":[0.9886869,0.0004518961,0.00251205,0.006239489,0.000466057,0.001643635],"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":[0.00007854077,0.00008395848,0.0003935663,0.0002221389,0.001725902,0.001158816,0.00004539334,0.00391846,0.0000122706,0.000002177886,0.9923208,0.00003795782],"study_design_scores_gemma":[0.001467392,0.0000508457,0.0009644164,0.0004501032,0.001279977,0.0001757691,0.0002219799,0.007030887,0.00000891313,0.00001085883,0.9855695,0.00276936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001281322,0.001972865,0.000007997201,0.0005226083,0.004561149,0.001392993,0.9894872,0.0004657454,0.0003080653],"genre_scores_gemma":[0.003907415,0.00118099,0.0002236867,0.002115476,0.005074206,0.00004609671,0.984193,0.0009139274,0.002345162],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06310933,"threshold_uncertainty_score":0.9997225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134364233998199,"score_gpt":0.2402722839606823,"score_spread":0.2268358605608624,"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."}}