{"id":"W4234094321","doi":"10.1007/978-3-662-45067-3_14","title":"Wasserstoff","year":2016,"lang":"de","type":"book-chapter","venue":"","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009390162,0.0003884803,0.0003122592,0.0001260066,0.00005424479,0.00006528905,0.0002687946,0.0001947827,0.004616181],"category_scores_gemma":[0.00001333996,0.0003108951,0.0001878723,0.00002474667,0.00006473344,0.0001170314,0.000104597,0.0003254536,0.02220375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274775,"about_ca_system_score_gemma":0.00002356187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004297127,"about_ca_topic_score_gemma":0.000002031301,"domain_scores_codex":[0.998577,0.000003226414,0.0002453396,0.0002789046,0.0003197159,0.0005758135],"domain_scores_gemma":[0.9990459,0.00008960676,0.00002155637,0.0004840397,0.00005317476,0.0003056989],"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":[0.000007654804,0.00001055758,0.000005144502,0.0001802551,0.0004400475,0.00005244887,0.00003018057,0.001729116,0.01661289,0.8586338,0.00545791,0.11684],"study_design_scores_gemma":[0.0005060273,0.00009953247,0.00005260537,0.0006594632,0.00006785529,0.000004817518,0.00000510059,0.01909753,0.004067763,0.2800287,0.6941811,0.001229395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001148257,0.001323443,0.004549121,0.0003427149,0.0007053795,0.0001624467,0.00005881668,0.0004558804,0.9912539],"genre_scores_gemma":[0.7821045,0.003380501,0.0007691995,0.00003851406,0.00155449,0.00001464137,0.000015873,0.000318753,0.2118036],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7809562,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455442873773985,"score_gpt":0.2050287163248287,"score_spread":0.1904742875870889,"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."}}