{"id":"W4366452067","doi":"10.36950/bzl.30.2012.9681","title":"Analysen zur Berufseinführung in die Sekundarstufe im Hinblick auf die Entwicklung einer professionellen Identität","year":2012,"lang":"de","type":"article","venue":"BzL - Beiträge zur Lehrerinnen- und Lehrerbildung","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art; 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005399152,0.001440405,0.002002218,0.001068272,0.004185277,0.0004434005,0.001653494,0.001563456,0.001628748],"category_scores_gemma":[0.001627421,0.001411074,0.000843524,0.002307519,0.002236127,0.002775273,0.001220057,0.002222008,0.003528715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482329,"about_ca_system_score_gemma":0.001149751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051774,"about_ca_topic_score_gemma":0.004191737,"domain_scores_codex":[0.9878084,0.002361289,0.002377804,0.001823423,0.001703971,0.003925079],"domain_scores_gemma":[0.9940177,0.00162118,0.001185744,0.001421989,0.0005777584,0.00117559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002514399,0.002407878,0.7140573,0.0003888853,0.003020669,0.000113303,0.239638,0.00005977025,0.0005160025,0.009192444,0.02668444,0.003669928],"study_design_scores_gemma":[0.002728686,0.0001680551,0.4268159,0.0006797093,0.001978392,0.000008078882,0.08220222,0.0001051491,0.0003240336,0.001688977,0.4807795,0.002521299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7861491,0.173971,0.0001513192,0.01125412,0.01720334,0.002043198,0.00007055279,0.0004180632,0.008739194],"genre_scores_gemma":[0.9567453,0.01558057,0.0004145993,0.001430318,0.007937831,0.0004770375,0.0001550956,0.0001896729,0.01706957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4540951,"threshold_uncertainty_score":0.9998346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05386090389038094,"score_gpt":0.3933465896075082,"score_spread":0.3394856857171273,"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."}}