{"id":"W2028804009","doi":"10.1177/1473325005050212","title":"Better Times than This","year":2005,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychology; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007899623,0.0007955218,0.0008951264,0.001569707,0.01267488,0.01437619,0.001606916,0.005321356,0.1190449],"category_scores_gemma":[0.03279614,0.0004785882,0.001045403,0.001517443,0.01123174,0.02139586,0.007449618,0.01331709,0.02555517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005697584,"about_ca_system_score_gemma":0.005700242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005464056,"about_ca_topic_score_gemma":0.01087625,"domain_scores_codex":[0.9874463,0.00588595,0.0004519946,0.001427548,0.002458773,0.002329418],"domain_scores_gemma":[0.9775844,0.003487869,0.002002903,0.003840314,0.005223201,0.007861211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002101345,0.0002097428,0.003406778,0.0003036864,0.00009270068,0.000438594,0.03511243,0.0001809414,0.001266954,0.4088762,0.4579889,0.09191301],"study_design_scores_gemma":[0.00002832286,0.00007008165,0.002045523,0.000360292,0.0000221667,0.000315141,0.044541,0.00008817268,0.0004119375,0.0682328,0.8838131,0.00007141176],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02606794,0.004805014,0.01193835,0.4171877,0.02445343,0.0001104567,0.0005015719,0.0008166417,0.5141189],"genre_scores_gemma":[0.4286477,0.002320654,0.009675588,0.1053041,0.003805279,0.0002862687,0.000443732,0.001689131,0.4478275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1190449,"threshold_uncertainty_score":0.3982449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410096978180238,"score_gpt":0.4811847444074327,"score_spread":0.3401750465894089,"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."}}