{"id":"W2793868487","doi":"10.1002/wcc.508","title":"Implications of climate change for shipping: Ports and supply chains","year":2018,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Climate change; Supply chain; Constructive; Adaptation (eye); Business; Environmental resource management; Port (circuit theory); Environmental planning; Process (computing); Natural resource economics; Economics; Geography; Engineering; Computer science; Marketing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051685,0.0003220752,0.0006488864,0.0001455743,0.0002138882,0.00003379477,0.0002132217,0.0001211942,0.0002910032],"category_scores_gemma":[0.00002357619,0.0002844922,0.0001695204,0.0001814403,0.0001782417,0.0002249668,0.0004676641,0.0001153646,0.00003467964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004149334,"about_ca_system_score_gemma":0.000003831211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004918237,"about_ca_topic_score_gemma":0.00009102495,"domain_scores_codex":[0.9982182,0.00002760426,0.0007358961,0.000351607,0.00008449781,0.0005821955],"domain_scores_gemma":[0.998961,0.00005831807,0.0002102736,0.0005184344,0.00009584319,0.0001560743],"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":[0.0001032188,0.0002946844,0.02649635,0.0154246,0.0001132024,0.00001696327,0.01714995,0.00000218989,0.000818738,0.02128999,0.02009682,0.8981933],"study_design_scores_gemma":[0.002657821,0.003492361,0.2009284,0.01946515,0.00116053,0.0004788839,0.001978098,0.03258535,0.0007009915,0.01028382,0.7220272,0.004241379],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2107948,0.3878857,0.01944397,0.02226373,0.01513166,0.04971379,0.02634973,0.004076729,0.2643399],"genre_scores_gemma":[0.7937512,0.1982332,0.001875279,0.0004398504,0.002006025,0.002986954,0.0005195584,0.0001358313,0.00005205746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8939519,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09702614468638895,"score_gpt":0.3363007972776372,"score_spread":0.2392746525912482,"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."}}