{"id":"W6893887118","doi":"10.5281/zenodo.6983485","title":"VERWENDUNG INTERAKTIVER METHODEN BEI DER VORBEREITUNG VON SCHÜLERN AUF ANALYTISCHES DENKEN WÄHREND DES BILDUNGSPROZESSES.","year":2022,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victorian Order of Nurses","funders":"","keywords":"New Testament; Context (archaeology); Biblical theology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001672939,0.0003846925,0.0003910766,0.0006233923,0.01064115,0.002836384,0.001635615,0.00008714839,0.2330702],"category_scores_gemma":[0.001069716,0.000422813,0.0001829229,0.0004965856,0.0007643469,0.000413056,0.002842742,0.0009407662,0.009984053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005625631,"about_ca_system_score_gemma":0.00004298949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004800989,"about_ca_topic_score_gemma":0.00001571398,"domain_scores_codex":[0.9953671,0.001622343,0.0006339326,0.0008430536,0.0007763983,0.0007571777],"domain_scores_gemma":[0.9973348,0.0001625708,0.0003431246,0.0006804304,0.001136012,0.000343039],"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":[0.000413668,0.001209056,0.0001405824,0.0005590556,0.002003613,0.0001215508,0.163093,0.0002369031,0.0005264826,0.1832466,0.494314,0.1541354],"study_design_scores_gemma":[0.0006084504,0.0003614541,0.0003126968,0.00007166994,0.000362511,0.00004459754,0.0124122,0.0004867263,0.0001231632,0.001177988,0.9835477,0.0004908036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0667999,0.02456306,0.004296973,0.005129363,0.007521471,0.002597029,0.004852421,0.00245767,0.8817821],"genre_scores_gemma":[0.9429316,0.000899534,0.001056979,0.0008135197,0.003846114,9.140385e-7,0.005636914,0.003150565,0.04166385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8761317,"threshold_uncertainty_score":0.9998224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203607745123118,"score_gpt":0.312180671727037,"score_spread":0.1918198972147252,"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."}}