{"id":"W6983571399","doi":"","title":"Moderately priced SCADA implementation","year":2020,"lang":"en","type":"article","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SCADA; Key (lock); Work (physics); Pipeline (software); Irrigation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004311329,0.0001653387,0.0001918769,0.0001736498,0.0003170722,0.0001137233,0.0002747329,0.00003306082,0.001034742],"category_scores_gemma":[0.00001818414,0.0001897767,0.00009692914,0.002419009,0.0001445484,0.0009110054,0.001264471,0.00009356441,0.0001175817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677602,"about_ca_system_score_gemma":0.00004966751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004165436,"about_ca_topic_score_gemma":0.0007865434,"domain_scores_codex":[0.9988834,0.00003108422,0.0002186551,0.0003433321,0.0002653269,0.0002581953],"domain_scores_gemma":[0.9994598,0.00003279159,0.000141607,0.0001419332,0.0000406326,0.0001832077],"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":[0.008527206,0.003502243,0.03880442,0.0003839762,0.001295108,0.0006891494,0.01107245,0.1431132,0.01137815,0.01712337,0.4530434,0.3110673],"study_design_scores_gemma":[0.004715119,0.002997335,0.0147272,0.00001559136,0.0001666906,0.000008645423,0.008682463,0.01088939,0.004597654,0.004518311,0.9475513,0.001130309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5113232,0.000003673969,0.009702332,0.001633302,0.00009673816,0.0009282542,0.0001938468,0.000187331,0.4759314],"genre_scores_gemma":[0.9851965,0.00002101082,0.0002966141,0.0001375934,0.00000986748,0.000003292648,0.00003320136,0.00001368283,0.01428826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4945078,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009917913805154237,"score_gpt":0.1792008955182761,"score_spread":0.1692829817131218,"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."}}