{"id":"W2177482693","doi":"10.1126/science.aac8721","title":"Climate change in the oceans: Human impacts and responses","year":2015,"lang":"en","type":"review","venue":"Science","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Council for the Exploration of the Sea; North Pacific Marine Science Organization","keywords":"Climate change; Viewpoints; Scholarship; Humanity; Adaptation (eye); Environmental resource management; Environmental ethics; Political science; Environmental planning; Geography; Environmental science; Ecology; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008078503,0.0008195723,0.001021116,0.002674214,0.0004553005,0.001810656,0.0006592837,0.001349022,0.0043482],"category_scores_gemma":[0.001540315,0.0002439435,0.0005955907,0.003849014,0.0009676951,0.001877552,0.00124956,0.001431487,0.000901686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052094,"about_ca_system_score_gemma":0.003150473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004940788,"about_ca_topic_score_gemma":0.008421917,"domain_scores_codex":[0.9996709,0.00009888782,0.000043401,0.00004231217,0.0001110674,0.00003344644],"domain_scores_gemma":[0.9993933,0.0003700976,0.00007549414,0.0000149423,0.0001065759,0.00003943164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004301199,0.00004409221,0.0006159195,0.0357139,0.0002221476,0.000148992,0.0004836196,0.0007239181,0.0005772444,0.01371018,0.03630591,0.9114111],"study_design_scores_gemma":[0.000005445768,0.00004373526,0.00170815,0.01735846,0.0001544067,0.0003715367,0.0006008425,0.00006943221,0.0001865,0.007954509,0.9715242,0.00002272815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009700897,0.9980054,0.00004403849,0.0006493476,0.0001493104,0.000002166102,0.00001389582,0.00000279736,0.001035994],"genre_scores_gemma":[0.001107214,0.9982104,0.0000461557,0.0002419869,0.0001258491,0.000002698488,0.00001274843,7.568085e-7,0.0002521005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004940788,"threshold_uncertainty_score":0.01454616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140919080871121,"score_gpt":0.3832694317236098,"score_spread":0.2691775236364977,"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."}}