{"id":"W4298030999","doi":"10.5281/zenodo.6983486","title":"VERWENDUNG INTERAKTIVER METHODEN BEI DER VORBEREITUNG VON SCHÜLERN AUF ANALYTISCHES DENKEN WÄHREND DES BILDUNGSPROZESSES.","year":2022,"lang":"de","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victorian Order of Nurses","funders":"","keywords":"Philosophy","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005809397,0.0009590481,0.001433484,0.001057372,0.02191829,0.0007647895,0.003095914,0.0008020672,0.3572229],"category_scores_gemma":[0.006931915,0.0009464834,0.0003570441,0.00216269,0.001197744,0.0005470254,0.009827047,0.005600693,0.1549042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411246,"about_ca_system_score_gemma":0.0002228106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008196394,"about_ca_topic_score_gemma":0.00002425176,"domain_scores_codex":[0.9831929,0.008439843,0.001861501,0.001948936,0.001857545,0.00269934],"domain_scores_gemma":[0.9930179,0.0008933147,0.001071,0.001279904,0.001973766,0.00176415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004452326,0.0003862601,0.00006295682,0.002841861,0.001263571,0.0001041713,0.01210527,0.00003176084,0.0001319477,0.0006171909,0.7762838,0.205726],"study_design_scores_gemma":[0.001552912,0.0006811579,0.001197826,0.001103484,0.000550837,0.00003941902,0.004597993,0.0002235605,0.00004239769,0.0001654679,0.9889829,0.0008620082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01279672,0.07995368,0.01637256,0.01143023,0.009561771,0.01107615,0.008879299,0.00303266,0.8468969],"genre_scores_gemma":[0.1531363,0.1524951,0.01269271,0.01366901,0.01896471,0.00002627115,0.09324679,0.03683455,0.5189346],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3279623,"threshold_uncertainty_score":0.9992986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643406245604728,"score_gpt":0.4046650637755953,"score_spread":0.2403244392151225,"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."}}