{"id":"W4400963975","doi":"10.1515/9783986120948","title":"Das Wiener Modell 2","year":2024,"lang":"de","type":"book","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007559176,0.0005625446,0.0006350859,0.0003369818,0.0009046648,0.0008302045,0.0005369288,0.0006951011,0.006963168],"category_scores_gemma":[0.0001498786,0.0004920923,0.0003094062,0.001063173,0.001061819,0.0004098475,0.0002888912,0.0007282766,0.009151004],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009961104,"about_ca_system_score_gemma":0.006812938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007522497,"about_ca_topic_score_gemma":0.001258085,"domain_scores_codex":[0.9964719,0.0003758759,0.0004927561,0.0009180559,0.000907578,0.0008337979],"domain_scores_gemma":[0.9980924,0.0002942741,0.0001607353,0.0003969756,0.0007959158,0.0002597679],"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":[0.00001405331,0.00004762658,0.000004885781,0.0001836776,0.0002282961,0.0002078177,0.02341591,0.0001073691,0.000001767285,0.6822643,0.2922181,0.001306128],"study_design_scores_gemma":[0.00009837343,0.0000839003,0.000001202589,0.0002312307,0.0002210601,4.670244e-7,0.01710115,0.001224433,0.000007111738,0.09463197,0.8858011,0.0005979882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006310269,0.008188871,0.000825841,0.002673217,0.002654138,0.0006018738,0.00009987923,0.0002817566,0.9846113],"genre_scores_gemma":[0.007437425,0.002872215,0.0002297788,0.0007973955,0.003068566,0.00003448421,0.00007787395,0.00008981187,0.9853925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.593583,"threshold_uncertainty_score":0.9997531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312364687975967,"score_gpt":0.3431393004708666,"score_spread":0.3100156535911069,"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."}}