{"id":"W4413675835","doi":"10.64628/aam.w4skph3j4","title":"Canada’s ports policy needs to move into the 21st century","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Political science; International trade","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001144475,0.0002892403,0.0002430718,0.0001803427,0.00006818159,0.00008943149,0.00041247,0.0001829608,0.001081044],"category_scores_gemma":[0.00006385775,0.0002089254,0.00006083046,0.0001775976,0.00003733202,0.0000137887,0.0005655113,0.0003963159,0.00003249204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390624,"about_ca_system_score_gemma":0.001053382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9312292,"about_ca_topic_score_gemma":0.716577,"domain_scores_codex":[0.9988734,0.00001068274,0.0002938596,0.0002024091,0.0002544773,0.0003652383],"domain_scores_gemma":[0.9989007,0.0000281254,0.00003575861,0.0007446025,0.00007506265,0.0002157967],"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":[0.000003148506,0.00001367749,0.0002577193,0.0002549329,0.0001576224,0.00004335502,0.001579866,0.02593767,0.000006268085,0.04493373,0.8774599,0.04935208],"study_design_scores_gemma":[0.00002750986,0.000005302158,0.001553532,0.00003058794,0.00001959213,0.000004711644,0.0002967787,0.001657949,0.00006152075,0.001017443,0.9949926,0.0003324501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001944905,0.0004404112,0.001980071,0.004647849,0.003537525,0.000467804,0.0001126087,0.0002954144,0.9865734],"genre_scores_gemma":[0.9805018,0.000451285,0.001077158,0.003954713,0.002350796,0.00003906162,0.0001007183,0.00008246648,0.01144195],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9785569,"threshold_uncertainty_score":0.9998321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008384320150860278,"score_gpt":0.2148751760557862,"score_spread":0.206490855904926,"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."}}