{"id":"W7083863383","doi":"","title":"6 Practices+and+ Support+for+the+ Professional+ Development+of+ Novice+ Teachers+in+ Public+ Elementary+ Schools+ + A+ Phenomenological+ Case+ Study","year":2025,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Peer mentoring; Professional development; Quality (philosophy); Continuing professional development; Senior management; Faculty development; Organizational culture","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009174572,0.0009782931,0.001544406,0.001358047,0.0001033351,0.00007051204,0.0009206739,0.0003086193,0.002145204],"category_scores_gemma":[0.0007846722,0.0007170913,0.0002605192,0.0002565476,0.0006222409,0.0001133806,0.001869682,0.002298171,0.0001348955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687879,"about_ca_system_score_gemma":0.0005993524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006446403,"about_ca_topic_score_gemma":0.05145954,"domain_scores_codex":[0.9947285,0.0005914501,0.001642997,0.001478437,0.0004967177,0.00106188],"domain_scores_gemma":[0.995948,0.001183991,0.00158667,0.0008432548,0.0001403076,0.000297819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001569708,0.003123612,0.2824482,0.0006009422,0.009466075,0.001833555,0.02673534,4.180672e-7,0.00008505745,0.0003796819,0.6671752,0.006582157],"study_design_scores_gemma":[0.007604963,0.002712948,0.03038076,0.001802389,0.001106519,0.0008680667,0.01495641,0.0001446636,0.00002695094,0.0001201607,0.9396029,0.0006732506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3524186,0.002312152,0.01068977,0.007791434,0.004290922,0.02255254,0.00151514,0.0008725344,0.5975569],"genre_scores_gemma":[0.2040934,0.0001786861,0.007680244,0.0008984251,0.0002924424,0.001271231,0.0005580071,0.0003260711,0.7847015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2724277,"threshold_uncertainty_score":0.999528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727275797914201,"score_gpt":0.3220763624225966,"score_spread":0.2848036044434545,"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."}}