{"id":"W7162079175","doi":"10.82308/47678","title":"How does a successful secondary school woman principal in the greater Montreal area describe how she carries out her responsibilities as a leader?","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Passion; Perspective (graphical); Principal (computer security); Qualitative research","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002187166,0.0004442127,0.0005584224,0.000400893,0.001180813,0.001961035,0.001106168,0.0006416673,0.001872508],"category_scores_gemma":[0.002758933,0.0002814198,0.0001996859,0.0005365458,0.0006330371,0.0008505003,0.0000372203,0.001537932,0.00005995573],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004710093,"about_ca_system_score_gemma":0.006901795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04097291,"about_ca_topic_score_gemma":0.8132887,"domain_scores_codex":[0.994069,0.00202311,0.0004191747,0.0008454573,0.001517512,0.001125752],"domain_scores_gemma":[0.997439,0.0008750997,0.0002005781,0.000538833,0.00047006,0.0004764557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005173115,0.00007262135,0.04239104,0.000835727,0.00005516918,0.00004108156,0.9350784,1.187282e-7,0.0000112452,0.004950493,0.01480475,0.001242076],"study_design_scores_gemma":[0.0002893807,0.0001047572,0.07227126,0.0001512628,0.0000269689,0.00000110791,0.8819038,0.000002224195,0.00007826319,0.002295675,0.042537,0.0003382523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7094643,0.0007751923,0.000001412052,0.1817581,0.0007921871,0.001708786,0.00003850141,0.0001250001,0.1053366],"genre_scores_gemma":[0.6818007,0.000261582,0.00004453852,0.001277042,0.0009425545,0.0004820438,0.0002176911,0.00003990686,0.314934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7723158,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059057061527223,"score_gpt":0.3890623007357034,"score_spread":0.2831565945829811,"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."}}