{"id":"W7013946121","doi":"","title":"Kognitive Figuren","year":2015,"lang":"de","type":"book-chapter","venue":"Pedocs (German Institute for International Educational Research)","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Perspective (graphical); Social isolation","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003798789,0.0005548863,0.0005839806,0.001012489,0.002930244,0.0003270173,0.001758138,0.0007764625,0.01903743],"category_scores_gemma":[0.01392005,0.0006082067,0.0004482894,0.0002554286,0.005290799,0.0007878836,0.0004257744,0.00142842,0.01484373],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021194,"about_ca_system_score_gemma":0.007518122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405731,"about_ca_topic_score_gemma":0.0005031012,"domain_scores_codex":[0.9938546,0.0002566753,0.0009329033,0.001121661,0.002819748,0.001014371],"domain_scores_gemma":[0.9805601,0.003761942,0.0005274046,0.0004299869,0.01408295,0.000637571],"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":[0.0001168018,0.0001897195,0.0001123227,0.00003078118,0.0006560762,0.000001908024,0.008033616,0.0000114926,0.000001273743,0.5534108,0.4364126,0.001022614],"study_design_scores_gemma":[0.0004483473,0.00008696683,0.0006512851,0.0001785996,0.00009112678,0.000004738426,0.002371704,0.00001284189,0.000002846668,0.2662597,0.7294671,0.0004247838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001065822,0.003937006,0.0000700547,0.07718198,0.03410389,0.00166778,0.003004642,0.00005546245,0.8789133],"genre_scores_gemma":[0.051508,0.004412591,0.000751766,0.0008158558,0.02962183,0.001018726,0.01074018,0.0001085385,0.9010225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2930545,"threshold_uncertainty_score":0.9996369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3884130023588663,"score_gpt":0.5421027681161162,"score_spread":0.1536897657572499,"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."}}