{"id":"W2624515664","doi":"10.37119/ojs2017.v23i1.316","title":"Borderlands of Possibility: Exploring the Construction of Professional Identity With Intern Teachers","year":2017,"lang":"en","type":"article","venue":"in education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Identity (music); Bachelor; Pedagogy; Curriculum; Professional development; Craft; Space (punctuation); Subject (documents); Sociology; Field (mathematics); Psychology; Mathematics education; Political science; Geography; Library science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006511895,0.00003609673,0.00006878743,0.00004444627,0.0002245806,0.00002774021,0.0001949895,0.00002250533,0.00002551531],"category_scores_gemma":[0.0004044058,0.0000254374,0.00001662401,0.00008028247,0.0005606484,0.0004354297,0.0000163433,0.00009084652,9.276737e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006696966,"about_ca_system_score_gemma":0.0004891857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008033909,"about_ca_topic_score_gemma":0.01288053,"domain_scores_codex":[0.9994254,0.000121621,0.0001307301,0.00008163083,0.0001694301,0.00007125404],"domain_scores_gemma":[0.9994301,0.00005614523,0.0002048769,0.0001798371,0.000112041,0.00001695714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006622181,0.0001090573,0.6800934,0.000009370128,0.000005107479,8.890623e-9,0.2904695,2.759037e-7,0.0000137769,0.003896498,0.00005148571,0.02534493],"study_design_scores_gemma":[0.00004966326,0.000006309454,0.6062266,0.00005150261,0.000003882525,1.068638e-7,0.3919445,3.453548e-7,0.00006943829,0.001136339,0.0004913612,0.0000200084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818811,0.00006824245,0.00001671131,0.01443493,0.00129265,0.0001303543,4.823085e-7,0.000005634216,0.002169944],"genre_scores_gemma":[0.999229,0.00002792263,0.0002182372,0.00001610182,0.0001127938,0.0000391843,9.353259e-7,0.000002247509,0.0003536281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101475,"threshold_uncertainty_score":0.9985717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483626287295207,"score_gpt":0.4438621512339463,"score_spread":0.2954995225044256,"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."}}