{"id":"W2925333805","doi":"","title":"Experiences of beginning teachers in Saskatchewan provincial system schools: Preliminary results from a beginning teacher survey","year":2019,"lang":"en","type":"article","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mentorship; Flourishing; Teacher induction; Medical education; Pedagogy; Psychology; Teacher education; Perception; Faculty development; Professional development; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001685576,0.0001773972,0.0003645833,0.0008905135,0.006105606,0.001973877,0.0006803705,0.0005065089,0.002463654],"category_scores_gemma":[0.00493146,0.0004896725,0.0001865766,0.001428219,0.001243758,0.0008792217,0.002105679,0.001462552,0.000365378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007126532,"about_ca_system_score_gemma":0.01308136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5888732,"about_ca_topic_score_gemma":0.8724607,"domain_scores_codex":[0.9981459,0.0006889166,0.00009724626,0.000106265,0.000316493,0.0006452278],"domain_scores_gemma":[0.9931959,0.001716772,0.001079729,0.000248091,0.001743617,0.002015958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009070807,0.0001579814,0.4036691,0.0000971454,0.000007544188,0.001119536,0.577633,0.00006554033,0.002494536,0.0001409798,0.0008488483,0.01367514],"study_design_scores_gemma":[0.000004456541,0.00009339102,0.2773251,0.00004912143,0.000004180815,0.0001605045,0.7187955,0.00006780754,0.0002910984,0.00002837426,0.00316564,0.00001485483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986534,0.00004054411,0.00006163536,0.0001828281,0.000002129721,0.00001923777,0.00009251513,0.000002933014,0.0009446334],"genre_scores_gemma":[0.996599,0.0002180316,0.0002328797,0.0001606573,0.000002493542,0.000047636,0.0001393323,0.00000463961,0.00259527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4111268,"threshold_uncertainty_score":0.827096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117491935578749,"score_gpt":0.2972505294958301,"score_spread":0.2760756101400426,"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."}}