{"id":"W6925695895","doi":"10.17605/osf.io/m7hxe","title":"Analysis Output","year":2018,"lang":"de","type":"article","venue":"Open Science Framework","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Set (abstract data type); Control theory (sociology); Production (economics); Work (physics); Component (thermodynamics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001200169,0.001644103,0.0008645097,0.002027801,0.001040767,0.003518572,0.00107271,0.001207662,0.2187518],"category_scores_gemma":[0.005431766,0.0002908425,0.001110132,0.0008463737,0.0007568262,0.002127132,0.002454959,0.001346419,0.1410078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241206,"about_ca_system_score_gemma":0.002167424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456776,"about_ca_topic_score_gemma":0.001423644,"domain_scores_codex":[0.9980603,0.0002252359,0.00006368363,0.0006942659,0.0007866441,0.0001698026],"domain_scores_gemma":[0.9975262,0.0004915756,0.00008430822,0.0004995106,0.001315743,0.00008259693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001204542,0.0002070733,0.002093483,0.0006837142,0.00009245576,0.0003590601,0.000336933,0.01427983,0.01816508,0.1609046,0.3708645,0.4308089],"study_design_scores_gemma":[0.0002176478,0.00020754,0.003462266,0.0002693862,0.0001163844,0.0003374541,0.0004422125,0.08754241,0.04810257,0.2386618,0.620527,0.0001133918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008771447,0.0005004504,0.5586217,0.005009028,0.002769565,0.0005392659,0.01981403,0.02529211,0.3786823],"genre_scores_gemma":[0.2572846,0.000956449,0.1200079,0.002722459,0.001882492,0.0009814092,0.03833997,0.01071248,0.5671123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7812482,"threshold_uncertainty_score":0.7317978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087859427427621,"score_gpt":0.3220098209818966,"score_spread":0.2911312267076204,"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."}}