{"id":"W4399147313","doi":"10.5382/segnews.2023-134.fea-01","title":"Another Look at Marine Minerals","year":2023,"lang":"en","type":"article","venue":"SEG Discovery","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Ottawa","funders":"","keywords":"Geology; Geochemistry; Environmental science; 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":["insufficient_payload"],"category_scores_codex":[0.00008756127,0.00008159166,0.00009322831,0.00003370167,0.00009209273,0.0000454335,0.0001034811,0.0000264447,0.01911171],"category_scores_gemma":[0.00000773891,0.00006277023,0.00007139178,0.0002625629,0.00003413505,0.0002384029,0.0000367073,0.00003560413,0.003874703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000033713,"about_ca_system_score_gemma":0.000008738973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357183,"about_ca_topic_score_gemma":0.002986793,"domain_scores_codex":[0.9993472,0.00001330254,0.0001007662,0.0001734966,0.0001452512,0.0002200498],"domain_scores_gemma":[0.9997587,0.00002814612,0.0000262534,0.0001390319,0.000005334348,0.00004259213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002818448,0.000009441287,0.9495287,0.00001954403,0.0000436034,0.0000373219,0.00004045848,0.001659865,0.003676058,0.000009762207,0.03999655,0.004950514],"study_design_scores_gemma":[0.0003938397,0.00005928668,0.9081759,0.00001378609,0.00005196177,0.00001354918,0.0003264651,0.003477569,0.01298673,0.002084346,0.07201889,0.0003976889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925688,0.00005032339,0.000003692268,0.000432585,0.00008949205,0.00003079391,0.000106369,0.00004438452,0.07355436],"genre_scores_gemma":[0.8345613,0.0000394865,0.00001992388,0.0003389953,0.00009509044,5.947679e-7,0.000928309,0.000001881307,0.1640144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09112669,"threshold_uncertainty_score":0.9969009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093519753034005,"score_gpt":0.1987213901239687,"score_spread":0.1877861925936286,"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."}}