{"id":"W6949981142","doi":"10.5281/zenodo.4023039","title":"CO2SYSv3 for MATLAB","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"MATLAB; Compatibility (geochemistry); Computation; Consistency (knowledge bases); Carbonate; Microsoft excel; Calcium carbonate; Set (abstract data type)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001638353,0.003190368,0.001751596,0.001483424,0.0008570449,0.002952237,0.004935219,0.001638302,0.3214473],"category_scores_gemma":[0.007174667,0.001594678,0.002060989,0.001434066,0.0007357243,0.003343438,0.003193126,0.003083085,0.2587701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365278,"about_ca_system_score_gemma":0.002310601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004858556,"about_ca_topic_score_gemma":0.005769837,"domain_scores_codex":[0.998709,0.0001864215,0.0001319738,0.0003648334,0.0004100817,0.0001976851],"domain_scores_gemma":[0.9976034,0.0007543519,0.0002293165,0.0004445878,0.0007958673,0.0001726035],"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":[0.0003404795,0.00005420387,0.0008179823,0.001143181,0.0001165789,0.0001825426,0.0001755271,0.005107134,0.002954687,0.0131423,0.9212849,0.05468061],"study_design_scores_gemma":[0.0003053881,0.000050696,0.000751953,0.0003521474,0.00006404719,0.0003005021,0.00005634955,0.02393765,0.01638166,0.02190578,0.9357562,0.0001375859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00107136,0.0004369444,0.1583091,0.0005533323,0.0005039729,0.0001633366,0.0778432,0.7277805,0.03333822],"genre_scores_gemma":[0.0190571,0.0006446161,0.1383462,0.001614391,0.0002235668,0.001378855,0.135092,0.6476179,0.05602542],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3214473,"threshold_uncertainty_score":0.9678732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295152023425233,"score_gpt":0.2546558681446371,"score_spread":0.2117043479103848,"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."}}