{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005199236,0.0003704249,0.0004914932,0.0009330963,0.01245948,0.007120461,0.001183467,0.001403986,0.002173988],"category_scores_gemma":[0.007676111,0.0004668461,0.0003406009,0.0005695077,0.01450554,0.0053182,0.008574128,0.003550319,0.0002181788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003229992,"about_ca_system_score_gemma":0.004152825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007568959,"about_ca_topic_score_gemma":0.01723378,"domain_scores_codex":[0.9954873,0.003217255,0.00009455683,0.0002886028,0.0003000268,0.0006123191],"domain_scores_gemma":[0.9947636,0.002967243,0.0005937512,0.0003916382,0.0002776564,0.001006074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001506009,0.00002422519,0.003154625,0.00001317359,0.0000013927,0.0005284757,0.9923542,0.00001672031,0.0003240373,0.00171688,0.0001193127,0.00173202],"study_design_scores_gemma":[0.000001957847,0.00002254045,0.001387131,0.00002638192,0.000001902822,0.0001886385,0.9944612,0.00003478839,0.00009561595,0.0002756342,0.003500938,0.000003435194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895069,0.0001914532,0.001616144,0.0008657951,0.00002923794,0.00001765069,0.000007802023,0.00001068471,0.007754368],"genre_scores_gemma":[0.9983847,0.00009848323,0.000362154,0.0000811639,0.000005588071,0.00001185613,0.000006145377,0.000007960311,0.001041884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245948,"threshold_uncertainty_score":0.02749652,"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."}}