{"id":"W2190715712","doi":"","title":"Container forecaster : quarter 3, 2014 annual review","year":2014,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Container (type theory); Computer science; Environmental science; Geography; Engineering; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.0005871105,0.0006404372,0.001045126,0.001105318,0.0009697099,0.0001816602,0.001391282,0.0002001097,0.0006117758],"category_scores_gemma":[0.0002101394,0.0006734422,0.0006794063,0.00138571,0.0006981454,0.001496893,0.0008315154,0.0006196799,0.00007797864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769339,"about_ca_system_score_gemma":0.0001639045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003094267,"about_ca_topic_score_gemma":0.001506353,"domain_scores_codex":[0.9962922,0.0006535874,0.0007971469,0.0008092686,0.0007140845,0.0007336618],"domain_scores_gemma":[0.9949345,0.001760211,0.0006551289,0.001417791,0.0008711376,0.0003612501],"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":[0.001530203,0.001902411,0.01968889,0.002517908,0.001102549,0.0004808957,0.0007461145,0.001018828,0.00004034109,0.4281867,0.5341137,0.008671437],"study_design_scores_gemma":[0.003481227,0.0003173314,0.00207987,0.002026006,0.001338221,0.0000989192,0.0005751614,0.01271678,0.0000600516,0.008801186,0.9669648,0.001540471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0026632,0.0004824075,0.02345857,0.003119488,0.0004105016,0.001650263,0.0004533216,0.0005131071,0.9672492],"genre_scores_gemma":[0.5537648,0.0001892861,0.003333928,0.0004932891,0.0002320768,0.000001836482,0.0002925455,0.0001094286,0.4415828],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5511016,"threshold_uncertainty_score":0.9995717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191547071399197,"score_gpt":0.2066729919885915,"score_spread":0.1947575212745995,"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."}}