{"id":"W1558797635","doi":"10.56105/cjsae.v19i2.2587","title":"Reflections on My Research and Publications","year":2005,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Gender studies","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05009703,0.001052949,0.0009663799,0.003418827,0.02469724,0.0303284,0.004863086,0.01567779,0.02457517],"category_scores_gemma":[0.1897289,0.001026284,0.001422393,0.004359326,0.02281218,0.01652731,0.01604892,0.04240931,0.009129398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02305614,"about_ca_system_score_gemma":0.03318414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03840045,"about_ca_topic_score_gemma":0.05547548,"domain_scores_codex":[0.942031,0.02884467,0.001668321,0.003223602,0.01611387,0.008118584],"domain_scores_gemma":[0.8189611,0.07731388,0.00625893,0.008385591,0.05806876,0.03101167],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006914599,0.00006187051,0.0005197214,0.0001446638,0.00001305521,0.0003136885,0.07247533,0.00003672529,0.0003062634,0.05856975,0.8557705,0.01171934],"study_design_scores_gemma":[0.00002129084,0.00001355689,0.0004492965,0.0008212727,0.000006699754,0.0001323289,0.09737442,0.00002287081,0.0002066749,0.008607862,0.8923096,0.00003408567],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001902701,0.003756961,0.0004017159,0.9528624,0.02349826,0.00003766705,0.0001288345,0.0000303106,0.01738117],"genre_scores_gemma":[0.0824023,0.01057443,0.002151449,0.7262566,0.0199911,0.0006067958,0.000229536,0.0004953576,0.1572925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.949903,"threshold_uncertainty_score":0.2649416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5578407359576011,"score_gpt":0.6698442554515517,"score_spread":0.1120035194939506,"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."}}