{"id":"W4248836948","doi":"10.3410/f.1158922.619180","title":"Faculty Opinions recommendation of Mining a sea of data: deducing the environmental controls of ocean chlorophyll.","year":2009,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Chlorophyll a; Oceanography; Chlorophyll; Environmental science; Geography; Geology; Biology; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.001998671,0.002130017,0.001373952,0.003283323,0.0006153068,0.001912031,0.003260331,0.002707419,0.01890819],"category_scores_gemma":[0.01051554,0.0006539063,0.001720794,0.004623666,0.0003169215,0.001120862,0.00121658,0.001810124,0.02886149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308674,"about_ca_system_score_gemma":0.002905171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03182671,"about_ca_topic_score_gemma":0.08031602,"domain_scores_codex":[0.9987729,0.00021337,0.0001469052,0.0003644371,0.0003910119,0.0001113311],"domain_scores_gemma":[0.9963649,0.001009931,0.0003686261,0.0009108644,0.000915247,0.0004304055],"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":[0.0001754117,0.00008063056,0.003985137,0.0005114473,0.0000892922,0.00003248883,0.00002031498,0.0008363105,0.0002806869,0.0003135042,0.9858867,0.007788079],"study_design_scores_gemma":[0.0008830575,0.00008989251,0.02943146,0.0003714563,0.0001939677,0.000145157,0.0001475056,0.01133485,0.003361687,0.002394923,0.9515519,0.00009429876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001284964,0.0001192136,0.0003671705,0.0003032219,0.0001062066,0.00004157627,0.9956675,0.0008424498,0.001267754],"genre_scores_gemma":[0.001725523,0.00006876663,0.001619542,0.00006898628,0.00001961908,0.00005470588,0.9952375,0.00006634201,0.001139091],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03182671,"threshold_uncertainty_score":0.06328291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225881198492133,"score_gpt":0.4447019921718532,"score_spread":0.32211387232264,"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."}}