{"id":"W6995585756","doi":"","title":"Perspectives Of Beginning Teachers From Generation Z: A Narrative Study","year":2021,"lang":"en","type":"article","venue":"UND Scholarly Commons (University of North Dakota)","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Context (archaeology); Point (geometry); Field (mathematics); Teacher education; Narrative inquiry; Work (physics); Order (exchange)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001121395,0.0001357077,0.0003923374,0.0001602335,0.0002514539,0.0000231816,0.0001688338,0.00005516723,0.0002337705],"category_scores_gemma":[0.00008741271,0.0001658677,0.0001156825,0.0004793221,0.0002065569,0.0008663553,0.0001157979,0.0003766376,0.000004322626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692127,"about_ca_system_score_gemma":0.0002327027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009294193,"about_ca_topic_score_gemma":0.006985478,"domain_scores_codex":[0.9988813,0.000179307,0.0001458796,0.0003218256,0.0003332469,0.0001383792],"domain_scores_gemma":[0.9986026,0.00006721137,0.0001830064,0.0004394036,0.0006102899,0.0000975073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002940951,0.0009397923,0.7855591,0.00001203515,0.001042374,0.0001599719,0.1879721,0.0001118172,0.01171202,0.00009847568,0.00007498072,0.01202321],"study_design_scores_gemma":[0.002345784,0.0003284808,0.7608712,0.00004955518,0.0002773835,0.000006414354,0.234638,0.0001060142,0.0004098004,0.0000420664,0.0008024597,0.0001228177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941242,0.001360553,0.002734475,0.0008327255,0.00004805944,0.0002429975,0.00005929425,0.00003477217,0.0005629157],"genre_scores_gemma":[0.9907733,0.00002203376,0.008517809,0.00002620217,0.00005014909,4.893912e-7,0.0000758,0.00001349964,0.0005207605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04666585,"threshold_uncertainty_score":0.6763887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192997412135663,"score_gpt":0.2727711228156097,"score_spread":0.240841148694253,"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."}}