{"id":"W2619958596","doi":"","title":"Evaluation and visibility - consequences for the teacher profession and the teaching culture: Paper presented at CSSE Conference, Victoria, Canada","year":2013,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Visibility; Mathematics education; Sociology; Psychology; Geography; Meteorology","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":[0.04319723,0.0001904956,0.0006611288,0.002530817,0.006146552,0.01171705,0.001090636,0.001707941,0.007200609],"category_scores_gemma":[0.1904923,0.0003015458,0.000416937,0.002417563,0.007726254,0.003240293,0.006085255,0.002136271,0.0003819185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02163888,"about_ca_system_score_gemma":0.03695307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2991538,"about_ca_topic_score_gemma":0.2898787,"domain_scores_codex":[0.9678649,0.01585595,0.001302744,0.001212241,0.01115224,0.002611883],"domain_scores_gemma":[0.7504047,0.1212328,0.0128697,0.007230787,0.08870044,0.01956154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002430985,0.003398282,0.4833376,0.0006189151,0.0001200574,0.0007648881,0.10153,0.001610691,0.002397276,0.05060492,0.02638687,0.3267995],"study_design_scores_gemma":[0.0002909403,0.001078678,0.7590179,0.001283214,0.0001684481,0.000315879,0.1623808,0.005222076,0.004802878,0.02639644,0.03883221,0.000210473],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706101,0.00209681,0.002315898,0.02430791,0.0003213747,0.0002428264,0.0001684147,0.00006872001,0.099868],"genre_scores_gemma":[0.9946536,0.0002097932,0.0003914481,0.0001726028,0.00002906171,0.00002467054,0.00003384589,0.00002137486,0.004463592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2991538,"threshold_uncertainty_score":0.594825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08596194167415436,"score_gpt":0.3433561005980057,"score_spread":0.2573941589238513,"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."}}