{"id":"W7106809648","doi":"10.20381/ruor-31551","title":"Shipping Trends in Nunavut from 1990-2015","year":2017,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Coast guard; Tourism; Geospatial analysis; Commercial fishing; Port (circuit theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008032622,0.0004240736,0.0007623907,0.002080237,0.00009357437,0.00004559052,0.001797081,0.0006707292,0.02603835],"category_scores_gemma":[0.00001257522,0.000559487,0.0002516301,0.0003554581,0.0003899356,0.001018665,0.0006122823,0.0004784734,0.002124606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008851477,"about_ca_system_score_gemma":0.0001762577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009988695,"about_ca_topic_score_gemma":0.006260462,"domain_scores_codex":[0.9982859,0.0001585037,0.0001738475,0.0006485052,0.0003438257,0.0003893972],"domain_scores_gemma":[0.997785,0.00005278674,0.0007532571,0.001212772,0.000008972444,0.0001871724],"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":[0.0000679542,0.00009631125,0.01668086,0.00003824451,0.0001675132,0.0004011322,0.0002551539,0.000002054899,0.0000329514,0.0002990685,0.9790372,0.002921549],"study_design_scores_gemma":[0.001398852,0.0000229301,0.02510166,0.001044156,0.00008121059,0.00000109406,0.0001547932,0.00002708723,0.00002721564,0.000124299,0.9714985,0.0005181819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001003637,0.001413994,0.000006364791,0.0002561527,0.0002535046,0.000136256,0.004717597,0.0005960118,0.9916165],"genre_scores_gemma":[0.004957642,0.0001450247,0.002749349,0.00004812349,0.0002868935,1.206901e-7,0.001917352,0.0008170311,0.9890785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02391374,"threshold_uncertainty_score":0.9996856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526515647798923,"score_gpt":0.2160159511943056,"score_spread":0.2007507947163164,"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."}}