{"id":"W6949630262","doi":"10.5281/zenodo.14628829","title":"Model output (ROMS_HH3) of simulating OAE in Halifax Harbour","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Harbour; Alkalinity; Preprint; Numerical models","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006232208,0.002162706,0.001170695,0.001084422,0.0005548912,0.001258751,0.003232919,0.002477753,0.02349945],"category_scores_gemma":[0.002249571,0.00065069,0.001934129,0.001906749,0.000444477,0.0006278711,0.0009416093,0.001422718,0.01966706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944693,"about_ca_system_score_gemma":0.002181044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1424267,"about_ca_topic_score_gemma":0.1565611,"domain_scores_codex":[0.9996829,0.00006393218,0.00002308249,0.0000997479,0.00007862855,0.00005165741],"domain_scores_gemma":[0.9992091,0.0002558018,0.00004747946,0.0001973873,0.0002098519,0.00008035733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002280685,0.0001068166,0.004387314,0.0007388588,0.0002446314,0.0001254428,0.00003997788,0.03921939,0.0004186146,0.0007922649,0.9491087,0.004589885],"study_design_scores_gemma":[0.003284669,0.0002326263,0.03200948,0.0006106745,0.0003156174,0.000308893,0.0004016127,0.1763549,0.004111984,0.009413082,0.7727064,0.0002501172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003090142,0.0001271294,0.0005591584,0.0002557095,0.00007544248,0.00001817904,0.9920399,0.002712201,0.0011222],"genre_scores_gemma":[0.007601677,0.00006406447,0.001033642,0.00006890442,0.00001203712,0.00006874655,0.9901527,0.0002106539,0.0007875178],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8575733,"threshold_uncertainty_score":0.2831954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512356347195153,"score_gpt":0.2846312444450738,"score_spread":0.2295076809731223,"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."}}