{"id":"W4393666015","doi":"10.5281/zenodo.5792276","title":"Final Project for COMP 550 Fall 2021","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Aeronautics; Computer science; Engineering","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002813723,0.0003124365,0.0003487121,0.0002775871,0.0008002643,0.0005374576,0.0008595292,0.000152557,0.003911141],"category_scores_gemma":[0.0003795575,0.0003472583,0.0001187289,0.0004059769,0.00005758386,0.00008994761,0.0009496082,0.0004887802,0.001807587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458267,"about_ca_system_score_gemma":0.000006416424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002855348,"about_ca_topic_score_gemma":0.00000425604,"domain_scores_codex":[0.998454,0.00007275509,0.000299865,0.0004191393,0.0002887147,0.0004654843],"domain_scores_gemma":[0.9988493,0.00004232579,0.00005227745,0.0005791238,0.0003820357,0.00009495669],"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":[0.00001301994,0.00004366138,1.116845e-7,0.0007606242,0.0001661742,0.00002433597,0.00006867216,0.0005829397,0.00002935012,0.00005370043,0.9866481,0.0116093],"study_design_scores_gemma":[0.0003339509,0.0001100143,0.00001599202,0.00009153644,0.00005275512,0.00004603348,0.00006183582,0.0009377586,0.00002543305,0.00000758608,0.9979578,0.0003593221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003915963,0.0006040765,0.003001942,0.00009511218,0.0005352912,0.000690536,0.9827876,0.0007872895,0.011459],"genre_scores_gemma":[0.0001002211,0.001128817,0.0004013511,0.00003333416,0.0006627907,4.146163e-7,0.9953437,0.001442564,0.0008868077],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01255611,"threshold_uncertainty_score":0.999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953988049958111,"score_gpt":0.2460866626533844,"score_spread":0.2065467821538032,"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."}}