{"id":"W6924753585","doi":"10.1594/pangaea.972024","title":"Carbonate chemistry of competitive dissolution experiment","year":2024,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Calcite; Seawater; Carbonate; Dissolution; Carbon dioxide; Dolomite; Aragonite; Halimeda","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001833063,0.0003654577,0.0004045508,0.000151175,0.0004581202,0.0005769096,0.0009878104,0.0003904109,0.00003397726],"category_scores_gemma":[0.0002242563,0.0003559681,0.0001608197,0.0001787174,0.001034925,0.000115037,0.003784395,0.0004011866,0.000002703342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007799017,"about_ca_system_score_gemma":0.00009563614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1119834,"about_ca_topic_score_gemma":0.04449553,"domain_scores_codex":[0.9970551,0.00007833991,0.0004471721,0.001308152,0.0004660095,0.0006452781],"domain_scores_gemma":[0.9981505,0.00005179194,0.0001775277,0.001327627,0.00006508658,0.0002274273],"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":[0.000101735,0.0001276024,0.00004075034,0.0005054359,0.0002631042,0.000003098026,0.00001191427,0.00001337732,0.01913812,0.00004534038,0.9780171,0.001732456],"study_design_scores_gemma":[0.0003331525,0.0001376534,0.00003444768,0.00009136742,0.0002303169,0.00001281117,0.0001024639,0.0005973299,0.008416977,0.0001551421,0.9895412,0.0003471943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001796691,0.006438223,0.0003953267,0.00009998001,0.0002918948,0.0008068374,0.9899435,0.00001565311,0.000211884],"genre_scores_gemma":[0.003508731,0.005778627,0.001149175,0.00002936428,0.0006958868,0.0001534225,0.9870865,0.00004840011,0.001549941],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06748789,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964605931412466,"score_gpt":0.296890124995577,"score_spread":0.2672440656814524,"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."}}