{"id":"W6978165739","doi":"10.7939/r3n87327p","title":"2013 University of Alberta Campus Data Summit Poster","year":2013,"lang":"en","type":"other","venue":"University of Alberta Library","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Summit; Data collection; Work (physics)","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":[0.00003757034,0.0003328604,0.0006028979,0.000375841,0.00003563383,0.00001625032,0.00156256,0.0003967813,0.05409154],"category_scores_gemma":[0.00001008002,0.0004234998,0.00009193381,0.000221481,0.0002144982,0.0009321865,0.0009872881,0.0001641854,0.0008112573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002702426,"about_ca_system_score_gemma":0.00007851152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02792583,"about_ca_topic_score_gemma":0.001982625,"domain_scores_codex":[0.9989589,0.0000483213,0.0001997794,0.0003477155,0.0001708453,0.0002744793],"domain_scores_gemma":[0.9983135,0.0001260268,0.0002852282,0.001151959,0.00003266839,0.00009060281],"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":[0.00002965703,0.000009487193,0.0004684632,0.0004685682,0.0004704116,0.00001181515,0.000465196,0.00002594251,0.0002040691,0.0009701441,0.9967493,0.000126985],"study_design_scores_gemma":[0.0005844622,0.00003250749,0.00009228681,0.0003277017,0.0001123249,9.508614e-7,0.0003406512,0.0006250844,0.0004928904,0.000005861502,0.9969665,0.0004187865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006131077,0.0002153231,0.0001708096,0.0001709548,0.0003773714,0.0004382157,0.0003463647,0.000153692,0.9919962],"genre_scores_gemma":[0.00527369,0.0008395859,0.001042961,0.00002909209,0.00007679804,3.968174e-8,0.00232797,0.0002554515,0.9901544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05328028,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00938749887363713,"score_gpt":0.167360331124929,"score_spread":0.1579728322512918,"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."}}