{"id":"W4205474487","doi":"10.11159/mcm21","title":"Proceedings of the 7th World Congress on Mechanical, Chemical, and Material Engineering","year":2021,"lang":"en","type":"paratext","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Belt Conveyor Systems Engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005284396,0.001783432,0.002496901,0.0005960656,0.0001519674,0.0006211492,0.001875745,0.0009570474,0.0002366409],"category_scores_gemma":[0.0003631307,0.001459029,0.0005028836,0.001168515,0.0002415557,0.0003333836,0.001373213,0.00179263,0.00001300725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191881,"about_ca_system_score_gemma":0.00006115753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001773908,"about_ca_topic_score_gemma":0.000002622658,"domain_scores_codex":[0.9942842,0.00001438785,0.001929953,0.001382646,0.00108664,0.001302195],"domain_scores_gemma":[0.9974318,0.0002625684,0.0007416218,0.0006599781,0.0004423549,0.0004616767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001500005,0.00007419729,0.000001837021,0.007242447,0.000434297,0.000002532322,0.00001410715,0.001003331,0.966409,0.004350787,0.02023517,0.00008224248],"study_design_scores_gemma":[0.0009949794,0.00007238174,0.000003065865,0.008317161,0.0002931697,0.00004886293,0.00004153041,0.00731215,0.9559038,0.00003552816,0.02563911,0.001338286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698036,0.0002053703,0.000002311201,0.000224454,0.02431373,0.001848367,0.0006251479,0.0006592831,0.002317793],"genre_scores_gemma":[0.9902334,0.0005066174,0.001156692,0.00007905684,0.00230251,0.0004580431,0.00004658506,0.0007345719,0.004482557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02201122,"threshold_uncertainty_score":0.9994911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006617160011003037,"score_gpt":0.1914682149784956,"score_spread":0.1848510549674926,"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."}}