{"id":"W7135798807","doi":"","title":"Duale Berufsbildung und Innovation","year":2014,"lang":"de","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Quality (philosophy); Context (archaeology)","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006407035,0.0003097377,0.0004166174,0.001228428,0.003846136,0.0001981544,0.001176191,0.0009614632,0.0008117005],"category_scores_gemma":[0.001335186,0.0003796872,0.0001734446,0.008931021,0.002799851,0.000863367,0.0006070171,0.00176625,0.0005945538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007612634,"about_ca_system_score_gemma":0.001199294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008099956,"about_ca_topic_score_gemma":0.0006095739,"domain_scores_codex":[0.9939769,0.001192147,0.0004954902,0.0008488669,0.001970184,0.001516436],"domain_scores_gemma":[0.9955299,0.0004630351,0.0003154734,0.000690996,0.002739222,0.0002613589],"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":[0.00004079816,0.0002598151,0.01365496,0.00007101466,0.0002336031,0.00007418107,0.005922564,0.000008653178,0.0001068358,0.9052281,0.07165743,0.00274204],"study_design_scores_gemma":[0.0009367969,0.0003187913,0.01294048,0.00008891525,0.00008152649,7.573826e-7,0.03745329,0.0001047085,0.0002893278,0.007832952,0.9394212,0.0005312797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7203753,0.0001661311,0.001523798,0.04058125,0.001839765,0.001625341,0.0001419028,0.0006852293,0.2330613],"genre_scores_gemma":[0.942907,0.001183184,0.0003898378,0.0001950408,0.001045701,0.000002587221,0.0001885362,0.00003750107,0.05405065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8973951,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023415422849434,"score_gpt":0.3245809566915928,"score_spread":0.2943468024630984,"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."}}