{"id":"W2911058936","doi":"10.4095/304679","title":"Public presentations: Environmental Geoscience Program, current status of research projects, May 2017","year":2017,"lang":"en","type":"report","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Current (fluid); Earth science; Environmental planning; Environmental resource management; Environmental science; Data science; Computer science; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00220857,0.0002460045,0.000450291,0.0004847461,0.0006900058,0.0003648916,0.0009439046,0.0002154277,0.003144489],"category_scores_gemma":[0.00130647,0.0001656497,0.0002108635,0.0002931702,0.001004192,0.0002977884,0.0001334721,0.0007237071,0.0003706106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002585786,"about_ca_system_score_gemma":0.001822604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03278186,"about_ca_topic_score_gemma":0.003642766,"domain_scores_codex":[0.9945928,0.0002694518,0.0005300934,0.0008059493,0.002712449,0.001089221],"domain_scores_gemma":[0.9978005,0.0001956525,0.0004374651,0.0008510918,0.0003240892,0.0003912283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004472136,0.0001514019,0.4366761,0.0001087284,0.00003327823,0.000009037216,0.00003071052,0.0001754438,4.805971e-7,0.00000626153,0.0163551,0.546449],"study_design_scores_gemma":[0.00008590132,0.0002422807,0.2451976,0.00007470507,0.00004463585,0.00001131297,0.0001577244,0.01364731,0.000002864879,0.000212185,0.7400692,0.0002542787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06705966,0.07209469,0.000649623,0.001688973,0.00396403,0.004965948,0.003595121,0.0003901416,0.8455918],"genre_scores_gemma":[0.9084582,0.05288215,0.002116895,0.000005905322,0.0003395332,0.00003786516,0.002801367,0.000006428483,0.03335161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8413986,"threshold_uncertainty_score":0.9977668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3901983116859778,"score_gpt":0.4276565474413759,"score_spread":0.03745823575539803,"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."}}