{"id":"W6983396673","doi":"","title":"Metis and WaY : A powerful combination","year":2011,"lang":"en","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Yield (engineering); Information system; Web site","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005744764,0.001915933,0.001713694,0.004656582,0.001483278,0.009517778,0.002678478,0.001045354,0.06726295],"category_scores_gemma":[0.01480926,0.001823781,0.003132992,0.004550194,0.002285997,0.01823796,0.01092806,0.003347479,0.01744307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009142164,"about_ca_system_score_gemma":0.001543937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796462,"about_ca_topic_score_gemma":0.003197196,"domain_scores_codex":[0.9927304,0.003259454,0.000432569,0.0008904868,0.002320774,0.0003662963],"domain_scores_gemma":[0.9955687,0.002092544,0.0001796465,0.001438463,0.000504134,0.0002164545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002161589,0.00004740516,0.001287644,0.0004871206,0.0002123845,0.0002442452,0.0009003064,0.002950136,0.0008504621,0.6354036,0.07366433,0.2837362],"study_design_scores_gemma":[0.00005411875,0.00005332323,0.0005408143,0.0003876904,0.0002695905,0.0003746431,0.000393696,0.02190985,0.002523794,0.420656,0.5527634,0.00007310643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.005197397,0.003706874,0.7405006,0.006365306,0.0007373199,0.0001691731,0.002255646,0.0191085,0.2219592],"genre_scores_gemma":[0.1464002,0.006902036,0.7326722,0.002122893,0.001077241,0.0008788564,0.005077278,0.01387546,0.09099392],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06726295,"threshold_uncertainty_score":0.225017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751595509097709,"score_gpt":0.209758055306695,"score_spread":0.1922421002157179,"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."}}