{"id":"W3193448325","doi":"10.2172/1410177","title":"Startup Notification Report 3rd Quarter FY17.","year":2017,"lang":"en","type":"report","venue":"","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Plan (archaeology); Operations management; Engineering; Computer science; Business; Engineering management; Geography","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":[0.0003801861,0.000410961,0.0005390512,0.0001534045,0.0001036559,0.0001047832,0.0002721544,0.0003084447,0.0002534364],"category_scores_gemma":[0.0001863428,0.0003785627,0.0001757395,0.00004637228,0.00003040171,0.0001028659,0.00006855637,0.0004144232,0.0001785212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920174,"about_ca_system_score_gemma":0.0001530272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002788893,"about_ca_topic_score_gemma":0.0001392637,"domain_scores_codex":[0.9982414,0.000005054827,0.0005412431,0.0003612309,0.0005241632,0.0003268564],"domain_scores_gemma":[0.9982196,0.00003139132,0.0001379933,0.001275724,0.0002570362,0.00007826316],"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":[9.524409e-7,0.000009154185,0.0004720933,0.0005246419,0.0002682857,0.0002215876,0.00004255279,0.0005300465,0.00002600295,0.00003320393,0.9879801,0.009891361],"study_design_scores_gemma":[0.00005660595,0.00001235327,0.005976513,0.00008666488,0.00007662915,0.0001375734,0.00001180244,0.0008865161,0.0001284409,0.00002615113,0.9921223,0.0004784434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003340325,0.001102248,0.007055524,0.0001196383,0.006259706,0.0002533584,0.00002228336,0.00118603,0.9836672],"genre_scores_gemma":[0.2566602,0.008481042,0.003244246,0.00002793586,0.006764087,0.0003400069,0.001376006,0.0004792009,0.7226272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2610399,"threshold_uncertainty_score":0.9998666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815229773292872,"score_gpt":0.2696170164663562,"score_spread":0.2414647187334275,"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."}}