{"id":"W2560545431","doi":"10.14220/9783737003940.111","title":"Diskussion zum Vortrag von Helge Dedek","year":2016,"lang":"de","type":"article","venue":"","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Library science; Philosophy; Art history; Art; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005568308,0.0001398028,0.0001941284,0.00003689711,0.00107922,0.00002553362,0.0001859035,0.0002436658,0.006524765],"category_scores_gemma":[0.0002601989,0.00007841023,0.0001035834,0.0001888484,0.0009226609,0.0001664275,0.00006459286,0.0000897426,0.008577885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016567,"about_ca_system_score_gemma":0.0001836696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008425433,"about_ca_topic_score_gemma":0.0003306891,"domain_scores_codex":[0.998565,0.0002872327,0.0002228178,0.0002515495,0.0002159304,0.0004575031],"domain_scores_gemma":[0.9988589,0.0006312797,0.00009497558,0.0001669908,0.00009468527,0.0001531451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003278634,0.0002280641,0.4006526,0.0000123751,0.0001714442,0.000002610353,0.0974585,4.671605e-8,0.0002134038,0.05577583,0.3992984,0.04615391],"study_design_scores_gemma":[0.0003231073,0.0000672055,0.1460491,0.0000685701,0.00008141864,3.050826e-7,0.06637041,8.429484e-7,0.0002215435,0.01349477,0.7730225,0.0003001824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6681439,0.01317017,0.003253574,0.156762,0.02916396,0.0005420854,0.00002661293,0.0003567331,0.1285809],"genre_scores_gemma":[0.9034903,0.005036443,0.0001064421,0.0007339417,0.001766469,0.00001994312,0.000002117149,0.000007543855,0.08883677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3737241,"threshold_uncertainty_score":0.9943834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688342551649953,"score_gpt":0.3622742889244269,"score_spread":0.3153908634079273,"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."}}