{"id":"W6909140151","doi":"10.34943/274587d9-aa4f-46a9-bff8-5bcd7169f0e0","title":"Conception Bay Conductivity Temperature Depth Deployed 2023-12-13","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Philosophical and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Conductivity; Temperature measurement; Turbidity; Pressure sensor; Software deployment; Global Positioning System","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"],"consensus_categories":[],"category_scores_codex":[0.0005671699,0.000475155,0.0007132381,0.00002111999,0.00242343,0.0001289033,0.0006748518,0.001029445,0.00006771569],"category_scores_gemma":[0.0002278663,0.0004456949,0.0003980359,0.000734211,0.0007827612,0.0001251283,0.0002028053,0.001684524,0.00001480109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208155,"about_ca_system_score_gemma":0.00164663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8814766,"about_ca_topic_score_gemma":0.9938741,"domain_scores_codex":[0.9963787,0.0003208498,0.0003890185,0.0007418736,0.001206567,0.0009629834],"domain_scores_gemma":[0.9982806,0.0003920671,0.0002625834,0.0003905928,0.0001767123,0.0004974803],"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":[0.000007345542,0.00003193118,0.00008147604,0.00004272696,0.0001792748,0.00002749265,0.0001752864,0.0001390139,3.848427e-7,0.00009905625,0.9990923,0.000123655],"study_design_scores_gemma":[0.0001936316,0.00002360077,0.0003758304,0.00005795405,0.0001148558,4.941466e-7,0.0005936124,0.00002984769,9.711873e-8,0.0003208715,0.997756,0.0005331714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002168025,0.002095697,0.000005619039,0.006331054,0.006757777,0.0005411832,0.9832964,0.0002383697,0.0005171174],"genre_scores_gemma":[0.01044358,0.01136193,0.00001671765,0.004350679,0.01283706,0.00004014427,0.9558637,0.00007406715,0.005012149],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1123975,"threshold_uncertainty_score":0.9997995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592512391119023,"score_gpt":0.2574723326048488,"score_spread":0.2315472086936585,"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."}}