{"id":"W2911047681","doi":"10.4095/224797","title":"Surficial geology, Halifax Harbour, Nova Scotia","year":2008,"lang":"en","type":"book","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Nova scotia; Harbour; Geology; Oceanography; Nova (rocket); Archaeology; Geography; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002042389,0.000342853,0.0005962165,0.0001764081,0.0001440125,0.00003939792,0.0004309008,0.0005911874,0.05616296],"category_scores_gemma":[0.00005008615,0.0002477946,0.0003191882,0.0001152006,0.0002336492,0.00005206466,0.00002408377,0.0005142362,0.01981965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005811713,"about_ca_system_score_gemma":0.0002440277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02814351,"about_ca_topic_score_gemma":0.08231536,"domain_scores_codex":[0.9981448,0.00006156926,0.0003885883,0.0005747264,0.0003507814,0.0004795159],"domain_scores_gemma":[0.9991357,0.0001269302,0.0001388509,0.0003200388,0.00008376339,0.0001947272],"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":[0.00004765678,0.00004604033,0.1431267,0.00004314974,0.0003454902,0.0004653909,0.00004830158,0.03441037,4.066838e-7,0.001423142,0.790058,0.02998544],"study_design_scores_gemma":[0.0003929224,0.0003324976,0.03092593,0.0000598197,0.000253186,0.0001446569,0.00001603645,0.04357135,0.000002024223,0.01080883,0.9120601,0.001432629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002007655,0.001525844,0.0004396051,0.0005837544,0.0007406481,0.00009375781,0.0001554859,0.0001443376,0.9943089],"genre_scores_gemma":[0.06765248,0.0003653854,0.0008632053,0.001045832,0.0009267672,1.15799e-7,0.002059192,0.000007113133,0.9270799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1220022,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082620428954466,"score_gpt":0.2133940344952508,"score_spread":0.1825678302057062,"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."}}