{"id":"W3202087960","doi":"10.25656/01:23369","title":"Paradoxien professionellen Handelns","year":2021,"lang":"de","type":"article","venue":"Pedocs (German Institute for International Educational Research)","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045637,0.001140535,0.0011166,0.004827169,0.005490055,0.009280084,0.001512434,0.004161683,0.03380637],"category_scores_gemma":[0.0179501,0.0006211415,0.001174082,0.00331564,0.01291412,0.01611863,0.01148374,0.005750705,0.004952707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008113665,"about_ca_system_score_gemma":0.004476127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00721187,"about_ca_topic_score_gemma":0.005522211,"domain_scores_codex":[0.9945315,0.00232202,0.0003316809,0.000931337,0.001069821,0.0008134894],"domain_scores_gemma":[0.9920298,0.004692801,0.000806854,0.0007737795,0.001159986,0.0005367661],"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":[0.00002385224,0.00002686303,0.0003907078,0.0001584321,0.0000149803,0.0004057678,0.001807369,0.0005356279,0.0001006511,0.9801943,0.008797766,0.00754364],"study_design_scores_gemma":[0.00002379003,0.000009189544,0.0003449282,0.0002103356,0.00001085932,0.0004572815,0.002853099,0.001213048,0.0001213061,0.9409969,0.05373522,0.00002410193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06176171,0.03689789,0.05163968,0.1397559,0.002677279,0.000156962,0.001326142,0.0004476598,0.7053368],"genre_scores_gemma":[0.9044979,0.01861615,0.02153447,0.008031175,0.001051678,0.000420465,0.001071819,0.000221682,0.04455472],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03380637,"threshold_uncertainty_score":0.1130935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2561588468649398,"score_gpt":0.5478487696826153,"score_spread":0.2916899228176755,"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."}}