{"id":"W2183231423","doi":"10.36510/learnland.v8i1.676","title":"Shaping Professional Identity With Saving Stories","year":2014,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Conversation; Identity (music); Perspective (graphical); Pedagogy; Sociology; Professional development; Continuing professional development; Psychology; Aesthetics; Communication; Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008933778,0.000623528,0.0003886183,0.001451111,0.01506848,0.0147338,0.002465405,0.003089909,0.01052488],"category_scores_gemma":[0.02179526,0.0005060881,0.0004914489,0.0008009368,0.02115113,0.01504171,0.01917732,0.003855869,0.002378403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003407996,"about_ca_system_score_gemma":0.00300391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996149,"about_ca_topic_score_gemma":0.003619085,"domain_scores_codex":[0.9866406,0.01051868,0.0001869672,0.0005027017,0.000889827,0.001261265],"domain_scores_gemma":[0.9875094,0.006465512,0.0008892153,0.001582742,0.001108555,0.002444451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003789338,0.00009693705,0.001734731,0.00007338625,0.000006492557,0.001006046,0.8835956,0.0001383296,0.0005533363,0.0823085,0.008515204,0.02193343],"study_design_scores_gemma":[0.00001257354,0.00005586984,0.0006590947,0.0002019166,0.00001362808,0.000844364,0.6882301,0.0003270342,0.0006244934,0.0424156,0.2665968,0.0000186164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4066261,0.001748427,0.04188456,0.04113429,0.001127179,0.0002884834,0.0001332106,0.0004257855,0.506632],"genre_scores_gemma":[0.9674215,0.000673506,0.006865814,0.001467642,0.0001151274,0.000107038,0.00007179029,0.0001524367,0.02312504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01506848,"threshold_uncertainty_score":0.04724693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0751804859442312,"score_gpt":0.3720438264597904,"score_spread":0.2968633405155592,"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."}}